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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3282951 | journals/csur/MaiorcaBG19 | Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. | Davide Maiorca, Battista Biggio, Giorgio Giacinto | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 78:1-78:36 | https://dblp.org/rec/journals/csur/MaiorcaBG19 | https://doi.org/10.1145/3332184 | Malware still constitutes a major threat in the cybersecurity landscape, also due to the widespread use of infection vectors such as documents. These infection vectors hide embedded malicious code to the victim users, facilitating the use of social engineering techniques to infect their machines. Research showed that m... | @article{DBLP:journals/csur/MaiorcaBG19,
author = {Davide Maiorca and
Battista Biggio and
Giorgio Giacinto},
title = {Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks.},
journal = {ACM Comput. Surv.},
volume = {52},
numbe... |
3282869 | journals/csur/AhmedRH19 | Trust Evaluation in Cross-Cloud Federation: Survey and Requirement Analysis. | Usama Ahmed, Imran Raza, Syed Asad Hussain | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 19:1-19:37 | https://dblp.org/rec/journals/csur/AhmedRH19 | https://doi.org/10.1145/3292499 | Cross-Cloud Federation (CCF) is beneficial for heterogeneous Cloud Service Providers (CSPs) for leasing additional resources from each other. Despite the benefits of on-demand scalability and enhanced service footprints for better service quality, the adoption of CCF is however mainly hindered due to the lack of a comp... | @article{DBLP:journals/csur/AhmedRH19,
author = {Usama Ahmed and
Imran Raza and
Syed Asad Hussain},
title = {Trust Evaluation in Cross-Cloud Federation: Survey and Requirement Analysis.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {... |
3282911 | journals/csur/GhoshDDM19 | Understanding Deep Learning Techniques for Image Segmentation. | Swarnendu Ghosh, Nibaran Das, Ishita Das, Ujjwal Maulik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 73:1-73:35 | https://dblp.org/rec/journals/csur/GhoshDDM19 | https://doi.org/10.1145/3329784 | The machine learning community has been overwhelmed by a plethora of deep learning--based approaches. Many challenging computer vision tasks, such as detection, localization, recognition, and segmentation of objects in an unconstrained environment, are being efficiently addressed by various types of deep neural network... | @article{DBLP:journals/csur/GhoshDDM19,
author = {Swarnendu Ghosh and
Nibaran Das and
Ishita Das and
Ujjwal Maulik},
title = {Understanding Deep Learning Techniques for Image Segmentation.},
journal = {ACM Comput. Surv.},
volume = {52... |
3282943 | journals/csur/LiaoZ19 | Unsupervised Approaches for Textual Semantic Annotation, A Survey. | Xiaofeng Liao, Zhiming Zhao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 66:1-66:45 | https://dblp.org/rec/journals/csur/LiaoZ19 | https://doi.org/10.1145/3324473 | Semantic annotation is a crucial part of achieving the vision of the Semantic Web and has long been a research topic among various communities. The most challenging problem in reaching the Semantic Web’s real potential is the gap between a large amount of unlabeled existing/new data and the limited annotation capabilit... | @article{DBLP:journals/csur/LiaoZ19,
author = {Xiaofeng Liao and
Zhiming Zhao},
title = {Unsupervised Approaches for Textual Semantic Annotation, A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {66:1--66:45},
year ... |
3282989 | journals/csur/SilvaVBVSLQ19 | Urban Computing Leveraging Location-Based Social Network Data: A Survey. | Thiago Henrique Silva, Aline Carneiro Viana, Fabrício Benevenuto, Leandro Villas, Juliana F. S. Salles, Antonio A. F. Loureiro, Daniele Quercia | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 17:1-17:39 | https://dblp.org/rec/journals/csur/SilvaVBVSLQ19 | https://doi.org/10.1145/3301284 | Urban computing is an emerging area of investigation in which researchers study cities using digital data. Location-Based Social Networks (LBSNs) generate one specific type of digital data that offers unprecedented geographic and temporal resolutions. We discuss fundamental concepts of urban computing leveraging LBSN d... | @article{DBLP:journals/csur/SilvaVBVSLQ19,
author = {Thiago Henrique Silva and
Aline Carneiro Viana and
Fabrício Benevenuto and
Leandro Villas and
Juliana F. S. Salles and
Antonio A. F. Loureiro and
Danie... |
3282932 | journals/csur/KSR19 | Video Skimming: Taxonomy and Comprehensive Survey. | Vivekraj V. K, Debashis Sen, Balasubramanian Raman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 106:1-106:38 | https://dblp.org/rec/journals/csur/KSR19 | https://doi.org/10.1145/3347712 | Video skimming, also known as dynamic video summarization, generates a temporally abridged version of a given video. Skimming can be achieved by identifying significant components either in uni-modal or multi-modal features extracted from the video. Being dynamic in nature, video skimming, through temporal connectivity... | @article{DBLP:journals/csur/KSR19,
author = {Vivekraj V. K and
Debashis Sen and
Balasubramanian Raman},
title = {Video Skimming: Taxonomy and Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = {... |
3282949 | journals/csur/MaZW19 | WiFi Sensing with Channel State Information: A Survey. | Yongsen Ma, Gang Zhou 0002, Shuangquan Wang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 46:1-46:36 | https://dblp.org/rec/journals/csur/MaZW19 | https://doi.org/10.1145/3310194 | With the high demand for wireless data traffic, WiFi networks have experienced very rapid growth, because they provide high throughput and are easy to deploy. Recently, Channel State Information (CSI) measured by WiFi networks is widely used for different sensing purposes. To get a better understanding of existing WiFi... | @article{DBLP:journals/csur/MaZW19,
author = {Yongsen Ma and
Gang Zhou 0002 and
Shuangquan Wang},
title = {WiFi Sensing with Channel State Information: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages = {46... |
2846696 | journals/csur/LiT20 | A Comprehensive Review of the Fireworks Algorithm. | Junzhi Li 0001, Ying Tan 0002 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 121:1-121:28 | https://dblp.org/rec/journals/csur/LiT20 | https://doi.org/10.1145/3362788 | The fireworks algorithm, which is inspired from the phenomenon of fireworks explosion, is a special kind of swarm intelligence algorithm proposed in 2010. Since then, it has been attracting more and more research interest and has been widely employed in many real-world problems due to its unique search manner and high ... | @article{DBLP:journals/csur/LiT20,
author = {Junzhi Li 0001 and
Ying Tan 0002},
title = {A Comprehensive Review of the Fireworks Algorithm.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {121:1--121:28},
year = {2020},
... |
2846698 | journals/csur/LiuZLLDHYW20 | A Survey of Coarse-Grained Reconfigurable Architecture and Design: Taxonomy, Challenges, and Applications. | Leibo Liu, Jianfeng Zhu 0001, Zhaoshi Li, Yanan Lu, Yangdong Deng, Jie Han 0001, Shouyi Yin, Shaojun Wei | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 118:1-118:39 | https://dblp.org/rec/journals/csur/LiuZLLDHYW20 | https://doi.org/10.1145/3357375 | As general-purpose processors have hit the power wall and chip fabrication cost escalates alarmingly, coarse-grained reconfigurable architectures (CGRAs) are attracting increasing interest from both academia and industry, because they offer the performance and energy efficiency of hardware with the flexibility of softw... | @article{DBLP:journals/csur/LiuZLLDHYW20,
author = {Leibo Liu and
Jianfeng Zhu 0001 and
Zhaoshi Li and
Yanan Lu and
Yangdong Deng and
Jie Han 0001 and
Shouyi Yin and
Shaojun Wei},
titl... |
2846695 | journals/csur/LeiteRKMM20 | A Survey of DevOps Concepts and Challenges. | Leonardo A. F. Leite, Carla Rocha, Fabio Kon, Dejan S. Milojicic, Paulo Meirelles | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 127:1-127:35 | https://dblp.org/rec/journals/csur/LeiteRKMM20 | https://doi.org/10.1145/3359981 | DevOpsis a collaborative and multidisciplinary organizational effort to automate continuous delivery of new software updates while guaranteeing their correctness and reliability. The present survey investigates and discusses DevOps challenges from the perspective of engineers, managers, and researchers. We review the l... | @article{DBLP:journals/csur/LeiteRKMM20,
author = {Leonardo A. F. Leite and
Carla Rocha and
Fabio Kon and
Dejan S. Milojicic and
Paulo Meirelles},
title = {A Survey of DevOps Concepts and Challenges.},
journal = {ACM Comput.... |
2846688 | journals/csur/BridgesGIVC20 | A Survey of Intrusion Detection Systems Leveraging Host Data. | Robert A. Bridges, Tarrah R. Glass-Vanderlan, Michael D. Iannacone, Maria S. Vincent, Qian (Guenevere) Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 128:1-128:35 | https://dblp.org/rec/journals/csur/BridgesGIVC20 | https://doi.org/10.1145/3344382 | This survey focuses on intrusion detection systems (IDS) that leverage host-based data sources for detecting attacks on enterprise network. The host-based IDS (HIDS) literature is organized by the input data source, presenting targeted sub-surveys of HIDS research leveraging system logs, audit data, Windows Registry, f... | @article{DBLP:journals/csur/BridgesGIVC20,
author = {Robert A. Bridges and
Tarrah R. Glass-Vanderlan and
Michael D. Iannacone and
Maria S. Vincent and
Qian (Guenevere) Chen},
title = {A Survey of Intrusion Detection Systems Leverag... |
2846697 | journals/csur/LilisS20 | A Survey of Metaprogramming Languages. | Yannis Lilis, Anthony Savidis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 113:1-113:39 | https://dblp.org/rec/journals/csur/LilisS20 | https://doi.org/10.1145/3354584 | Metaprogramming is the process of writing computer programs that treat programs as data, enabling them to analyze or transform existing programs or generate new ones. While the concept of metaprogramming has existed for several decades, activities focusing on metaprogramming have been increasing rapidly over the past f... | @article{DBLP:journals/csur/LilisS20,
author = {Yannis Lilis and
Anthony Savidis},
title = {A Survey of Metaprogramming Languages.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {113:1--113:39},
year = {2020},
url ... |
2846701 | journals/csur/RenZHZL20 | A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms: Transparent Computing, Mobile Edge Computing, Fog Computing, and Cloudlet. | Ju Ren 0001, Deyu Zhang, Shiwen He, Yaoxue Zhang, Tao Li 0006 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 125:1-125:36 | https://dblp.org/rec/journals/csur/RenZHZL20 | https://doi.org/10.1145/3362031 | Sending data to the cloud for analysis was a prominent trend during the past decades, driving cloud computing as a dominant computing paradigm. However, the dramatically increasing number of devices and data traffic in the Internet-of-Things (IoT) era are posing significant burdens on the capacity-limited Internet and ... | @article{DBLP:journals/csur/RenZHZL20,
author = {Ju Ren 0001 and
Deyu Zhang and
Shiwen He and
Yaoxue Zhang and
Tao Li 0006},
title = {A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms: Transparent Computing, Mobil... |
2846693 | journals/csur/HumbertTH20 | A Survey on Interdependent Privacy. | Mathias Humbert, Benjamin Trubert, Kévin Huguenin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 122:1-122:40 | https://dblp.org/rec/journals/csur/HumbertTH20 | https://doi.org/10.1145/3360498 | The privacy of individuals does not only depend on their own actions and data but may also be affected by the privacy decisions and by the data shared by other individuals. This interdependence is an essential aspect of privacy and ignoring it can lead to serious privacy violations. In this survey, we summarize and ana... | @article{DBLP:journals/csur/HumbertTH20,
author = {Mathias Humbert and
Benjamin Trubert and
Kévin Huguenin},
title = {A Survey on Interdependent Privacy.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {122:1--122... |
2846704 | journals/csur/UsmanJHC20 | A Survey on Representation Learning Efforts in Cybersecurity Domain. | Muhammad Usman 0015, Mian Ahmad Jan, Xiangjian He, Jinjun Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 111:1-111:28 | https://dblp.org/rec/journals/csur/UsmanJHC20 | https://doi.org/10.1145/3331174 | In this technology-based era, network-based systems are facing new cyber-attacks on daily bases. Traditional cybersecurity approaches are based on old threat-knowledge databases and need to be updated on a daily basis to stand against new generation of cyber-threats and protect underlying network-based systems. Along w... | @article{DBLP:journals/csur/UsmanJHC20,
author = {Muhammad Usman 0015 and
Mian Ahmad Jan and
Xiangjian He and
Jinjun Chen},
title = {A Survey on Representation Learning Efforts in Cybersecurity Domain.},
journal = {ACM Comput. Surv.},
volum... |
2846703 | journals/csur/ThilakaratneFA20 | A Systematic Review on Literature-based Discovery: General Overview, Methodology, & Statistical Analysis. | Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 129:1-129:34 | https://dblp.org/rec/journals/csur/ThilakaratneFA20 | https://doi.org/10.1145/3365756 | The vast nature of scientific publications brings out the importance of Literature-Based Discovery (LBD) research that is highly beneficial to accelerate knowledge acquisition and the research development process. LBD is a knowledge discovery workflow that automatically detects significant, implicit knowledge associati... | @article{DBLP:journals/csur/ThilakaratneFA20,
author = {Menasha Thilakaratne and
Katrina Falkner and
Thushari Atapattu},
title = {A Systematic Review on Literature-based Discovery: General Overview, Methodology, & Statistical Analysis.},
journal = {ACM Comput.... |
2846699 | journals/csur/ManralSCCG20 | A Systematic Survey on Cloud Forensics Challenges, Solutions, and Future Directions. | Bharat Manral, Gaurav Somani 0001, Kim-Kwang Raymond Choo, Mauro Conti, Manoj Singh Gaur | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 124:1-124:38 | https://dblp.org/rec/journals/csur/ManralSCCG20 | https://doi.org/10.1145/3361216 | The challenges of cloud forensics have been well-documented by both researchers and government agencies (e.g., U.S. National Institute of Standards and Technology), although many of the challenges remain unresolved. In this article, we perform a comprehensive survey of cloud forensic literature published between Januar... | @article{DBLP:journals/csur/ManralSCCG20,
author = {Bharat Manral and
Gaurav Somani 0001 and
Kim-Kwang Raymond Choo and
Mauro Conti and
Manoj Singh Gaur},
title = {A Systematic Survey on Cloud Forensics Challenges, Solutions, and F... |
2846690 | journals/csur/FoltynekMG20 | Academic Plagiarism Detection: A Systematic Literature Review. | Tomás Foltýnek, Norman Meuschke, Bela Gipp | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 112:1-112:42 | https://dblp.org/rec/journals/csur/FoltynekMG20 | https://doi.org/10.1145/3345317 | This article summarizes the research on computational methods to detect academic plagiarism by systematically reviewing 239 research papers published between 2013 and 2018. To structure the presentation of the research contributions, we propose novel technically oriented typologies for plagiarism prevention and detecti... | @article{DBLP:journals/csur/FoltynekMG20,
author = {Tomás Foltýnek and
Norman Meuschke and
Bela Gipp},
title = {Academic Plagiarism Detection: A Systematic Literature Review.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages... |
2846706 | journals/csur/ZhuLTJX20 | Applications of Distributed Ledger Technologies to the Internet of Things: A Survey. | Qingyi Zhu, Seng W. Loke, Rolando Trujillo-Rasua, Frank Jiang 0001, Yong Xiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 120:1-120:34 | https://dblp.org/rec/journals/csur/ZhuLTJX20 | https://doi.org/10.1145/3359982 | Distributed Ledger Technologies (DLTs) and blockchain systems have received enormous academic, government, and commercial interest in recent years. This article surveys the integration of DLTs within another life-changing technology, the Internet of Things (IoT). IoT-based applications, such as smart home, smart transp... | @article{DBLP:journals/csur/ZhuLTJX20,
author = {Qingyi Zhu and
Seng W. Loke and
Rolando Trujillo-Rasua and
Frank Jiang 0001 and
Yong Xiang 0001},
title = {Applications of Distributed Ledger Technologies to the Internet of Things: ... |
2846705 | journals/csur/WuBR20 | Cloud Pricing Models: Taxonomy, Survey, and Interdisciplinary Challenges. | Caesar Wu, Rajkumar Buyya, Kotagiri Ramamohanarao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 108:1-108:36 | https://dblp.org/rec/journals/csur/WuBR20 | https://doi.org/10.1145/3342103 | This article provides a systematic review of cloud pricing in an interdisciplinary approach. It examines many historical cases of pricing in practice and tracks down multiple roots of pricing in research. The aim is to help both cloud service provider (CSP) and cloud customers to capture the essence of cloud pricing wh... | @article{DBLP:journals/csur/WuBR20,
author = {Caesar Wu and
Rajkumar Buyya and
Kotagiri Ramamohanarao},
title = {Cloud Pricing Models: Taxonomy, Survey, and Interdisciplinary Challenges.},
journal = {ACM Comput. Surv.},
volume = {52},
number = ... |
2846687 | journals/csur/BinMakhashenM20 | Document Layout Analysis: A Comprehensive Survey. | Galal M. BinMakhashen, Sabri A. Mahmoud | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 109:1-109:36 | https://dblp.org/rec/journals/csur/BinMakhashenM20 | https://doi.org/10.1145/3355610 | Document layout analysis (DLA) is a preprocessing step of document understanding systems. It is responsible for detecting and annotating the physical structure of documents. DLA has several important applications such as document retrieval, content categorization, text recognition, and the like. The objective of DLA is... | @article{DBLP:journals/csur/BinMakhashenM20,
author = {Galal M. BinMakhashen and
Sabri A. Mahmoud},
title = {Document Layout Analysis: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {109:1--109:36},
year ... |
2846702 | journals/csur/SainiG20 | How Smart Are Smart Classrooms? A Review of Smart Classroom Technologies. | Mukesh Kumar Saini, Neeraj Goel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 130:1-130:28 | https://dblp.org/rec/journals/csur/SainiG20 | https://doi.org/10.1145/3365757 | There has been a large amount of work on smart classrooms spanning over a wide range of research areas including information communication technology, machine learning, sensor networks, mobile computing, and hardware. Consequently, there have been several disparate reviews on various aspects of smart classrooms. Such p... | @article{DBLP:journals/csur/SainiG20,
author = {Mukesh Kumar Saini and
Neeraj Goel},
title = {How Smart Are Smart Classrooms? A Review of Smart Classroom Technologies.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {130:1--130:28}... |
2846685 | journals/csur/AfianianNSB20 | Malware Dynamic Analysis Evasion Techniques: A Survey. | Amir Afianian, Salman Niksefat, Babak Sadeghiyan, David Baptiste | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 126:1-126:28 | https://dblp.org/rec/journals/csur/AfianianNSB20 | https://doi.org/10.1145/3365001 | The cyber world is plagued with ever-evolving malware that readily infiltrate all defense mechanisms, operate viciously unbeknownst to the user, and surreptitiously exfiltrate sensitive data. Understanding the inner workings of such malware provides a leverage to effectively combat them. This understanding is pursued o... | @article{DBLP:journals/csur/AfianianNSB20,
author = {Amir Afianian and
Salman Niksefat and
Babak Sadeghiyan and
David Baptiste},
title = {Malware Dynamic Analysis Evasion Techniques: A Survey.},
journal = {ACM Comput. Surv.},
volume =... |
2846707 | journals/csur/ZhuW20 | Model-driven Game Development: A Literature Review. | Meng Zhu, Alf Inge Wang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 123:1-123:32 | https://dblp.org/rec/journals/csur/ZhuW20 | https://doi.org/10.1145/3365000 | Model-driven game development (MDGD) introduces model-driven methodology to the computer game domain, shifting the focus of game development from coding to modeling to make game development faster and easier. The research on MDGD is concerned with both the general model-driven software development methodology and the p... | @article{DBLP:journals/csur/ZhuW20,
author = {Meng Zhu and
Alf Inge Wang},
title = {Model-driven Game Development: A Literature Review.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {123:1--123:32},
year = {2020},
url... |
2846691 | journals/csur/GleirscherFW20 | New Opportunities for Integrated Formal Methods. | Mario Gleirscher, Simon Foster 0001, Jim Woodcock 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 117:1-117:36 | https://dblp.org/rec/journals/csur/GleirscherFW20 | https://doi.org/10.1145/3357231 | Formal methods have provided approaches for investigating software engineering fundamentals and also have high potential to improve current practices in dependability assurance. In this article, we summarise known strengths and weaknesses of formal methods. From the perspective of the assurance of robots and autonomous... | @article{DBLP:journals/csur/GleirscherFW20,
author = {Mario Gleirscher and
Simon Foster 0001 and
Jim Woodcock 0001},
title = {New Opportunities for Integrated Formal Methods.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages... |
2846689 | journals/csur/DrobyshevskiyT20 | Random Graph Modeling: A Survey of the Concepts. | Mikhail Drobyshevskiy, Denis Turdakov | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 131:1-131:36 | https://dblp.org/rec/journals/csur/DrobyshevskiyT20 | https://doi.org/10.1145/3369782 | Random graph (RG) models play a central role in complex networks analysis. They help us to understand, control, and predict phenomena occurring, for instance, in social networks, biological networks, the Internet, and so on. Despite a large number of RG models presented in the literature, there are few concepts underly... | @article{DBLP:journals/csur/DrobyshevskiyT20,
author = {Mikhail Drobyshevskiy and
Denis Turdakov},
title = {Random Graph Modeling: A Survey of the Concepts.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {131:1--131:36},
year ... |
2846692 | journals/csur/GuzmanTS20 | Security and Privacy Approaches in Mixed Reality: A Literature Survey. | Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 110:1-110:37 | https://dblp.org/rec/journals/csur/GuzmanTS20 | https://doi.org/10.1145/3359626 | Mixed reality (MR) technology development is now gaining momentum due to advances in computer vision, sensor fusion, and realistic display technologies. With most of the research and development focused on delivering the promise of MR, the privacy and security implications of this technology are yet to be thoroughly in... | @article{DBLP:journals/csur/GuzmanTS20,
author = {Jaybie A. de Guzman and
Kanchana Thilakarathna and
Aruna Seneviratne},
title = {Security and Privacy Approaches in Mixed Reality: A Literature Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
n... |
2846700 | journals/csur/NgoP20 | Seeing the Invisible: Survey of Video Motion Magnification and Small Motion Analysis. | Anh Cat Le Ngo, Raphael C.-W. Phan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 114:1-114:20 | https://dblp.org/rec/journals/csur/NgoP20 | https://doi.org/10.1145/3355389 | The latest techniques in video motion magnification and relevant small motion analysis are surveyed. The main motion magnification techniques are discussed in chronological fashion, highlighting the inherent limitations of predecessor techniques in comparison with subsequent variants. The focus is then shifted to the s... | @article{DBLP:journals/csur/NgoP20,
author = {Anh Cat Le Ngo and
Raphael C.-W. Phan},
title = {Seeing the Invisible: Survey of Video Motion Magnification and Small Motion Analysis.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {1... |
2846686 | journals/csur/BasavarajaiahS20 | Survey of Compressed Domain Video Summarization Techniques. | Madhushree Basavarajaiah, Priyanka Sharma | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 116:1-116:29 | https://dblp.org/rec/journals/csur/BasavarajaiahS20 | https://doi.org/10.1145/3355398 | Video summarization is the method of extracting key frames or clips from a video to generate a synopsis of the content of the video. Generally, video is compressed before storing or transmitting it in most of the practical applications. Traditional techniques require the videos to be decoded to summarize them, which is... | @article{DBLP:journals/csur/BasavarajaiahS20,
author = {Madhushree Basavarajaiah and
Priyanka Sharma},
title = {Survey of Compressed Domain Video Summarization Techniques.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {6},
pages = {116:1--116... |
2846694 | journals/csur/JoshiKSPM20 | Survey of Text-based Epidemic Intelligence: A Computational Linguistics Perspective. | Aditya Joshi 0001, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 119:1-119:19 | https://dblp.org/rec/journals/csur/JoshiKSPM20 | https://doi.org/10.1145/3361141 | Epidemic intelligence deals with the detection of outbreaks using formal (such as hospital records) and informal sources (such as user-generated text on the web) of information. In this survey, we discuss approaches for epidemic intelligence that use textual datasets, referring to it as “text-based epidemic intelligenc... | @article{DBLP:journals/csur/JoshiKSPM20,
author = {Aditya Joshi 0001 and
Sarvnaz Karimi and
Ross Sparks and
Cécile Paris and
C. Raina MacIntyre},
title = {Survey of Text-based Epidemic Intelligence: A Computational Linguistics Pers... |
2846684 | journals/csur/AafaqMLGS20 | Video Description: A Survey of Methods, Datasets, and Evaluation Metrics. | Nayyer Aafaq, Ajmal Mian, Wei Liu 0006, Syed Zulqarnain Gilani, Mubarak Shah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,020 | unknown | 115:1-115:37 | https://dblp.org/rec/journals/csur/AafaqMLGS20 | https://doi.org/10.1145/3355390 | Video description is the automatic generation of natural language sentences that describe the contents of a given video. It has applications in human-robot interaction, helping the visually impaired and video subtitling. The past few years have seen a surge of research in this area due to the unprecedented success of d... | @article{DBLP:journals/csur/AafaqMLGS20,
author = {Nayyer Aafaq and
Ajmal Mian and
Wei Liu 0006 and
Syed Zulqarnain Gilani and
Mubarak Shah},
title = {Video Description: A Survey of Methods, Datasets, and Evaluation Metrics.},
jo... |
2377033 | journals/csur/WarfordVS20 | A Calculational Deductive System for Linear Temporal Logic. | J. Stanley Warford, David Vega, Scott M. Staley | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 53:1-53:38 | https://dblp.org/rec/journals/csur/WarfordVS20 | https://doi.org/10.1145/3387109 | This article surveys the linear temporal logic (LTL) literature and presents all the LTL theorems from the survey, plus many new ones, in a calculational deductive system. Calculational deductive systems, developed by Dijkstra and Scholten and extended by Gries and Schneider, are based on only four inference rules—Subs... | @article{DBLP:journals/csur/WarfordVS20,
author = {J. Stanley Warford and
David Vega and
Scott M. Staley},
title = {A Calculational Deductive System for Linear Temporal Logic.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
page... |
2377026 | journals/csur/ValejoFFOL20 | A Critical Survey of the Multilevel Method in Complex Networks. | Alan Valejo, Vinícius Ferreira 0001, Renato Fabbri, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 39:1-39:35 | https://dblp.org/rec/journals/csur/ValejoFFOL20 | https://doi.org/10.1145/3379347 | Multilevel optimization aims at reducing the cost of executing a target network-based algorithm by exploiting coarsened, i.e., reduced or simplified, versions of the network. There is a growing interest in multilevel algorithms in networked systems, mostly motivated by the urge for solutions capable of handling large-s... | @article{DBLP:journals/csur/ValejoFFOL20,
author = {Alan Valejo and
Vinícius Ferreira 0001 and
Renato Fabbri and
Maria Cristina Ferreira de Oliveira and
Alneu de Andrade Lopes},
title = {A Critical Survey of the Multilevel Method i... |
2376927 | journals/csur/AnwarKB20 | A Deep Journey into Super-resolution: A Survey. | Saeed Anwar, Salman H. Khan 0001, Nick Barnes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 60:1-60:34 | https://dblp.org/rec/journals/csur/AnwarKB20 | https://doi.org/10.1145/3390462 | Deep convolutional networks–based super-resolution is a fast-growing field with numerous practical applications. In this exposition, we extensively compare more than 30 state-of-the-art super-resolution Convolutional Neural Networks (CNNs) over three classical and three recently introduced challenging datasets to bench... | @article{DBLP:journals/csur/AnwarKB20,
author = {Saeed Anwar and
Salman H. Khan 0001 and
Nick Barnes},
title = {A Deep Journey into Super-resolution: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages = {60:1... |
2376946 | journals/csur/CiniY20 | A Methodology for Comparing the Reliability of GPU-Based and CPU-Based HPCs. | Nevin Cini, Gulay Yalcin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 22:1-22:33 | https://dblp.org/rec/journals/csur/CiniY20 | https://doi.org/10.1145/3372790 | Today, GPUs are widely used as coprocessors/accelerators in High-Performance Heterogeneous Computing due to their many advantages. However, many researches emphasize that GPUs are not as reliable as desired yet. Despite the fact that GPUs are more vulnerable to hardware errors than CPUs, the use of GPUs in HPCs is incr... | @article{DBLP:journals/csur/CiniY20,
author = {Nevin Cini and
Gulay Yalcin},
title = {A Methodology for Comparing the Reliability of GPU-Based and CPU-Based HPCs.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {22:1--22:33},
yea... |
2377004 | journals/csur/PreumMMYSWAS21 | A Review of Cognitive Assistants for Healthcare: Trends, Prospects, and Future Directions. | Sarah Masud Preum, Sirajum Munir, Meiyi Ma, Mohammad Samin Yasar, David J. Stone, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 130:1-130:37 | https://dblp.org/rec/journals/csur/PreumMMYSWAS21 | https://doi.org/10.1145/3419368 | . While HCAs are critical to ensure personalized, scalable, and efficient healthcare, there exists a knowledge gap in finding the emerging trends, key challenges, design guidelines, and state-of-the-art technologies suitable for developing HCAs. This survey aims to bridge this gap for researchers from multiple domains,... | @article{DBLP:journals/csur/PreumMMYSWAS21,
author = {Sarah Masud Preum and
Sirajum Munir and
Meiyi Ma and
Mohammad Samin Yasar and
David J. Stone and
Ronald D. Williams and
Homa Alemzadeh and
... |
2376988 | journals/csur/MacedoPPB20 | A Survey and Classification of Software-Defined Storage Systems. | Ricardo Macedo, João Paulo 0001, José Pereira 0001, Alysson Bessani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 48:1-48:38 | https://dblp.org/rec/journals/csur/MacedoPPB20 | https://doi.org/10.1145/3385896 | The exponential growth of digital information is imposing increasing scale and efficiency demands on modern storage infrastructures. As infrastructure complexity increases, so does the difficulty in ensuring quality of service, maintainability, and resource fairness, raising unprecedented performance, scalability, and ... | @article{DBLP:journals/csur/MacedoPPB20,
author = {Ricardo Macedo and
João Paulo 0001 and
José Pereira 0001 and
Alysson Bessani},
title = {A Survey and Classification of Software-Defined Storage Systems.},
journal = {ACM Comput. Surv.},
vol... |
2377006 | journals/csur/QiuZLPNX21 | A Survey of Android Malware Detection with Deep Neural Models. | Junyang Qiu, Jun Zhang 0010, Wei Luo 0001, Lei Pan 0002, Surya Nepal, Yang Xiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 126:1-126:36 | https://dblp.org/rec/journals/csur/QiuZLPNX21 | https://doi.org/10.1145/3417978 | Deep Learning (DL) is a disruptive technology that has changed the landscape of cyber security research. Deep learning models have many advantages over traditional Machine Learning (ML) models, particularly when there is a large amount of data available. Android malware detection or classification qualifies as a big da... | @article{DBLP:journals/csur/QiuZLPNX21,
author = {Junyang Qiu and
Jun Zhang 0010 and
Wei Luo 0001 and
Lei Pan 0002 and
Surya Nepal and
Yang Xiang 0001},
title = {A Survey of Android Malware Detection with Deep Neu... |
2376917 | journals/csur/AguiarFKU20 | A Survey of Blockchain-Based Strategies for Healthcare. | Erikson Júlio De Aguiar, Bruno S. Faiçal, Bhaskar Krishnamachari, Jó Ueyama | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 27:1-27:27 | https://dblp.org/rec/journals/csur/AguiarFKU20 | https://doi.org/10.1145/3376915 | Blockchain technology has been gaining visibility owing to its ability to enhance the security, reliability, and robustness of distributed systems. Several areas have benefited from research based on this technology, such as finance, remote sensing, data analysis, and healthcare. Data immutability, privacy, transparenc... | @article{DBLP:journals/csur/AguiarFKU20,
author = {Erikson Júlio De Aguiar and
Bruno S. Faiçal and
Bhaskar Krishnamachari and
Jó Ueyama},
title = {A Survey of Blockchain-Based Strategies for Healthcare.},
journal = {ACM Comput. Surv.},
volu... |
2376935 | journals/csur/BraisKP20 | A Survey of Cache Simulators. | Hadi Brais, Rajshekar Kalayappan, Preeti Ranjan Panda | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 19:1-19:32 | https://dblp.org/rec/journals/csur/BraisKP20 | https://doi.org/10.1145/3372393 | Computer architecture simulation tools are essential for implementing and evaluating new ideas in the domain and can be useful for understanding the behavior of programs and finding microarchitectural bottlenecks. One particularly important part of almost any processor is the cache hierarchy. While some simulators supp... | @article{DBLP:journals/csur/BraisKP20,
author = {Hadi Brais and
Rajshekar Kalayappan and
Preeti Ranjan Panda},
title = {A Survey of Cache Simulators.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {19:1--19:32},
... |
2376942 | journals/csur/ChenPPXZHZ20 | A Survey of Compiler Testing. | Junjie Chen 0003, Jibesh Patra, Michael Pradel, Yingfei Xiong 0001, Hongyu Zhang 0002, Dan Hao 0001, Lu Zhang 0023 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 4:1-4:36 | https://dblp.org/rec/journals/csur/ChenPPXZHZ20 | https://doi.org/10.1145/3363562 | Virtually any software running on a computer has been processed by a compiler or a compiler-like tool. Because compilers are such a crucial piece of infrastructure for building software, their correctness is of paramount importance. To validate and increase the correctness of compilers, significant research efforts hav... | @article{DBLP:journals/csur/ChenPPXZHZ20,
author = {Junjie Chen 0003 and
Jibesh Patra and
Michael Pradel and
Yingfei Xiong 0001 and
Hongyu Zhang 0002 and
Dan Hao 0001 and
Lu Zhang 0023},
title = ... |
2376986 | journals/csur/LuoGVK20 | A Survey of Context Simulation for Testing Mobile Context-Aware Applications. | Chu Luo, Jorge Gonçalves 0001, Eduardo Velloso, Vassilis Kostakos | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 21:1-21:39 | https://dblp.org/rec/journals/csur/LuoGVK20 | https://doi.org/10.1145/3372788 | Equipped with an abundance of small-scale microelectromechanical sensors, modern mobile devices such as smartphones and smartwatches can now offer context-aware services to users in mobile environments. Although advances in mobile context-aware applications have made our everyday environments increasingly intelligent, ... | @article{DBLP:journals/csur/LuoGVK20,
author = {Chu Luo and
Jorge Gonçalves 0001 and
Eduardo Velloso and
Vassilis Kostakos},
title = {A Survey of Context Simulation for Testing Mobile Context-Aware Applications.},
journal = {ACM Comput. Surv.... |
2376992 | journals/csur/MatheuRSB21 | A Survey of Cybersecurity Certification for the Internet of Things. | Sara Nieves Matheu, José Luis Hernández-Ramos, Antonio F. Skarmeta, Gianmarco Baldini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 115:1-115:36 | https://dblp.org/rec/journals/csur/MatheuRSB21 | https://doi.org/10.1145/3410160 | In recent years, cybersecurity certification is gaining momentum as the baseline to build a structured approach to mitigate cybersecurity risks in the Internet of Things (IoT). This initiative is driven by industry, governmental institutions, and research communities, which have the goal to make IoT more secure for the... | @article{DBLP:journals/csur/MatheuRSB21,
author = {Sara Nieves Matheu and
José Luis Hernández-Ramos and
Antonio F. Skarmeta and
Gianmarco Baldini},
title = {A Survey of Cybersecurity Certification for the Internet of Things.},
journal = {ACM ... |
2377045 | journals/csur/ZhouZ20 | A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities. | Xinyi Zhou 0001, Reza Zafarani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 109:1-109:40 | https://dblp.org/rec/journals/csur/ZhouZ20 | https://doi.org/10.1145/3395046 | The explosive growth in fake news and its erosion to democracy, justice, and public trust has increased the demand for fake news detection and intervention. This survey reviews and evaluates methods that can detect fake news from four perspectives: the false knowledge it carries, its writing style , its propagation pat... | @article{DBLP:journals/csur/ZhouZ20,
author = {Xinyi Zhou 0001 and
Reza Zafarani},
title = {A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {109:1--... |
2376948 | journals/csur/CongZLCWL20 | A Survey of Hierarchical Energy Optimization for Mobile Edge Computing: A Perspective from End Devices to the Cloud. | Peijin Cong, Junlong Zhou, Liying Li 0002, Kun Cao 0001, Tongquan Wei, Keqin Li 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 38:1-38:44 | https://dblp.org/rec/journals/csur/CongZLCWL20 | https://doi.org/10.1145/3378935 | With the development of wireless technology, various emerging mobile applications are attracting significant attention and drastically changing our daily lives. Applications such as augmented reality and object recognition demand stringent delay and powerful processing capability, which exerts enormous pressure on mobi... | @article{DBLP:journals/csur/CongZLCWL20,
author = {Peijin Cong and
Junlong Zhou and
Liying Li 0002 and
Kun Cao 0001 and
Tongquan Wei and
Keqin Li 0001},
title = {A Survey of Hierarchical Energy Optimization for Mo... |
2376962 | journals/csur/FigueroaAA20 | A Survey of IIoT Protocols: A Measure of Vulnerability Risk Analysis Based on CVSS. | Santiago Figueroa, Javier Añorga, Saioa Arrizabalaga | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 44:1-44:53 | https://dblp.org/rec/journals/csur/FigueroaAA20 | https://doi.org/10.1145/3381038 | Industrial Internet of Things (IIoT) is present in many participants from the energy, health, manufacturing, transport, and public sectors. Many factors catalyze IIoT, such as robotics, artificial intelligence, and intelligent decentralized manufacturing. However, the convergence between IT, OT, and IoT environments in... | @article{DBLP:journals/csur/FigueroaAA20,
author = {Santiago Figueroa and
Javier Añorga and
Saioa Arrizabalaga},
title = {A Survey of IIoT Protocols: A Measure of Vulnerability Risk Analysis Based on CVSS.},
journal = {ACM Comput. Surv.},
volume = {53}... |
2376978 | journals/csur/LaoLHXGY20 | A Survey of IoT Applications in Blockchain Systems: Architecture, Consensus, and Traffic Modeling. | Laphou Lao, Zecheng Li 0001, Songlin Hou, Bin Xiao 0001, Songtao Guo, Yuanyuan Yang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 18:1-18:32 | https://dblp.org/rec/journals/csur/LaoLHXGY20 | https://doi.org/10.1145/3372136 | Blockchain technology can be extensively applied in diverse services, including online micro-payments, supply chain tracking, digital forensics, health-care record sharing, and insurance payments. Extending the technology to the Internet of things (IoT), we can obtain a verifiable and traceable IoT network. Emerging re... | @article{DBLP:journals/csur/LaoLHXGY20,
author = {Laphou Lao and
Zecheng Li 0001 and
Songlin Hou and
Bin Xiao 0001 and
Songtao Guo and
Yuanyuan Yang 0001},
title = {A Survey of IoT Applications in Blockchain Syste... |
2376963 | journals/csur/GuoCLH020 | A Survey of Learning Causality with Data: Problems and Methods. | Ruocheng Guo, Lu Cheng 0001, Jundong Li, P. Richard Hahn, Huan Liu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 75:1-75:37 | https://dblp.org/rec/journals/csur/GuoCLH020 | https://doi.org/10.1145/3397269 | This work considers the question of how convenient access to copious data impacts our ability to learn causal effects and relations. In what ways is learning causality in the era of big data different from—or the same as—the traditional one? To answer this question, this survey provides a comprehensive and structured r... | @article{DBLP:journals/csur/GuoCLH020,
author = {Ruocheng Guo and
Lu Cheng 0001 and
Jundong Li and
P. Richard Hahn and
Huan Liu 0001},
title = {A Survey of Learning Causality with Data: Problems and Methods.},
journal = {ACM... |
2377003 | journals/csur/PrenkajVSDF20 | A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. | Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 57:1-57:34 | https://dblp.org/rec/journals/csur/PrenkajVSDF20 | https://doi.org/10.1145/3388792 | The recent diffusion of online education (both MOOCs and e-courses) has led to an increased economic and scientific interest in e-learning environments. As widely documented, online students have a much higher chance of dropping out than those attending conventional classrooms. It is of paramount interest for instituti... | @article{DBLP:journals/csur/PrenkajVSDF20,
author = {Bardh Prenkaj and
Paola Velardi and
Giovanni Stilo and
Damiano Distante and
Stefano Faralli 0001},
title = {A Survey of Machine Learning Approaches for Student Dropout Prediction... |
2376950 | journals/csur/DabreCK20 | A Survey of Multilingual Neural Machine Translation. | Raj Dabre, Chenhui Chu, Anoop Kunchukuttan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 99:1-99:38 | https://dblp.org/rec/journals/csur/DabreCK20 | https://doi.org/10.1145/3406095 | . MNMT is more promising and interesting than its statistical machine translation counterpart, because end-to-end modeling and distributed representations open new avenues for research on machine translation. Many approaches have been proposed to exploit multilingual parallel corpora for improving translation quality. ... | @article{DBLP:journals/csur/DabreCK20,
author = {Raj Dabre and
Chenhui Chu and
Anoop Kunchukuttan},
title = {A Survey of Multilingual Neural Machine Translation.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {99... |
2377034 | journals/csur/WeisenburgerWS20 | A Survey of Multitier Programming. | Pascal Weisenburger, Johannes Wirth 0002, Guido Salvaneschi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 81:1-81:35 | https://dblp.org/rec/journals/csur/WeisenburgerWS20 | https://doi.org/10.1145/3397495 | Multitier programming deals with developing the components that pertain to different tiers in the system (e.g., client and server), mixing them in the same compilation unit. In this paradigm, the code for different tiers is then either generated at run time or it results from the compiler splitting the codebase into co... | @article{DBLP:journals/csur/WeisenburgerWS20,
author = {Pascal Weisenburger and
Johannes Wirth 0002 and
Guido Salvaneschi},
title = {A Survey of Multitier Programming.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {4},
pages ... |
2376922 | journals/csur/AlamSLLKBNW20 | A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV. | Iqbal Alam, Kashif Sharif, Fan Li 0001, Zohaib Latif, Md. Monjurul Karim, Sujit Biswas, Boubakr Nour, Yu Wang 0003 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 35:1-35:40 | https://dblp.org/rec/journals/csur/AlamSLLKBNW20 | https://doi.org/10.1145/3379444 | Internet of Things (IoT) and Network Softwarization are fast becoming core technologies of information systems and network management for the next-generation Internet. The deployment and applications of IoT range from smart cities to urban computing and from ubiquitous healthcare to tactile Internet. For this reason, t... | @article{DBLP:journals/csur/AlamSLLKBNW20,
author = {Iqbal Alam and
Kashif Sharif and
Fan Li 0001 and
Zohaib Latif and
Md. Monjurul Karim and
Sujit Biswas and
Boubakr Nour and
Yu Wang 00... |
2376987 | journals/csur/LupaTCB20 | A Survey of Ontologies for Simultaneous Localization and Mapping in Mobile Robots. | Maria Alejandra Cornejo-Lupa, Regina P. Ticona-Herrera, Yudith Cardinale, Dennis Barrios-Aranibar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 103:1-103:26 | https://dblp.org/rec/journals/csur/LupaTCB20 | https://doi.org/10.1145/3408316 | Autonomous robots are playing important roles in academic, technological, and scientific activities. Thus, their behavior is getting more complex, particularly, in tasks related to mapping an environment and localizing themselves. These tasks comprise the Simultaneous Localization and Mapping (SLAM) problem. Representa... | @article{DBLP:journals/csur/LupaTCB20,
author = {Maria Alejandra Cornejo-Lupa and
Regina P. Ticona-Herrera and
Yudith Cardinale and
Dennis Barrios-Aranibar},
title = {A Survey of Ontologies for Simultaneous Localization and Mapping in Mobile Robots.... |
2376947 | journals/csur/CongXWL20 | A Survey of Profit Optimization Techniques for Cloud Providers. | Peijin Cong, Guo Xu, Tongquan Wei, Keqin Li 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 26:1-26:35 | https://dblp.org/rec/journals/csur/CongXWL20 | https://doi.org/10.1145/3376917 | As the demand for computing resources grows, cloud computing becomes more and more popular as a pay-as-you-go model, in which the computing resources and services are provided to cloud users efficiently. For cloud providers, the typical goal is to maximize their profits. However, maximizing profits in a highly competit... | @article{DBLP:journals/csur/CongXWL20,
author = {Peijin Cong and
Guo Xu and
Tongquan Wei and
Keqin Li 0001},
title = {A Survey of Profit Optimization Techniques for Cloud Providers.},
journal = {ACM Comput. Surv.},
volume = {53},
nu... |
2377025 | journals/csur/UpretyGS20 | A Survey of Quantum Theory Inspired Approaches to Information Retrieval. | Sagar Uprety, Dimitris Gkoumas, Dawei Song 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 98:1-98:39 | https://dblp.org/rec/journals/csur/UpretyGS20 | https://doi.org/10.1145/3402179 | Since 2004, researchers have been using the mathematical framework of quantum theory in information retrieval (IR). Quantum theory offers a generalized probability and logic framework. Such a framework has been shown to be capable of unifying the representation, ranking, and user cognitive aspects of IR, and helpful in... | @article{DBLP:journals/csur/UpretyGS20,
author = {Sagar Uprety and
Dimitris Gkoumas and
Dawei Song 0001},
title = {A Survey of Quantum Theory Inspired Approaches to Information Retrieval.},
journal = {ACM Comput. Surv.},
volume = {53},
number =... |
2376966 | journals/csur/HerodotouCL20 | A Survey on Automatic Parameter Tuning for Big Data Processing Systems. | Herodotos Herodotou, Yuxing Chen 0003, Jiaheng Lu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 43:1-43:37 | https://dblp.org/rec/journals/csur/HerodotouCL20 | https://doi.org/10.1145/3381027 | Big data processing systems (e.g., Hadoop, Spark, Storm) contain a vast number of configuration parameters controlling parallelism, I/O behavior, memory settings, and compression. Improper parameter settings can cause significant performance degradation and stability issues. However, regular users and even expert admin... | @article{DBLP:journals/csur/HerodotouCL20,
author = {Herodotos Herodotou and
Yuxing Chen 0003 and
Jiaheng Lu},
title = {A Survey on Automatic Parameter Tuning for Big Data Processing Systems.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377031 | journals/csur/WangY20 | A Survey on Bayesian Deep Learning. | Hao Wang 0014, Dit-Yan Yeung | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 108:1-108:37 | https://dblp.org/rec/journals/csur/WangY20 | https://doi.org/10.1145/3409383 | A comprehensive artificial intelligence system needs to not only perceive the environment with different “senses” (e.g., seeing and hearing) but also infer the world’s conditional (or even causal) relations and corresponding uncertainty. The past decade has seen major advances in many perception tasks, such as visual o... | @article{DBLP:journals/csur/WangY20,
author = {Hao Wang 0014 and
Dit-Yan Yeung},
title = {A Survey on Bayesian Deep Learning.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {108:1--108:37},
year = {2021},
url ... |
2377007 | journals/csur/RaiC20 | A Survey on Computational Metaphor Processing. | Sunny Rai, Shampa Chakraverty | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 24:1-24:37 | https://dblp.org/rec/journals/csur/RaiC20 | https://doi.org/10.1145/3373265 | In the last decade, the problem of computational metaphor processing has garnered immense attention from the domains of computational linguistics and cognition. A wide panorama of approaches, ranging from a hand-coded rule system to deep learning techniques, have been proposed to automate different aspects of metaphor ... | @article{DBLP:journals/csur/RaiC20,
author = {Sunny Rai and
Shampa Chakraverty},
title = {A Survey on Computational Metaphor Processing.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {2},
pages = {24:1--24:37},
year = {2021},
url ... |
2376996 | journals/csur/NgamakeurYYR20 | A Survey on Device-free Indoor Localization and Tracking in the Multi-resident Environment. | Kan Ngamakeur, Sira Yongchareon, Jian Yu 0002, Saeed Ur Rehman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 71:1-71:29 | https://dblp.org/rec/journals/csur/NgamakeurYYR20 | https://doi.org/10.1145/3396302 | Indoor device-free localization and tracking can bring both convenience and privacy to users compared with traditional solutions such as camera-based surveillance and RFID tag-based tracking. Technologies such as Wi-Fi, wireless sensor, and infrared have been used to localize and track people living in care homes and o... | @article{DBLP:journals/csur/NgamakeurYYR20,
author = {Kan Ngamakeur and
Sira Yongchareon and
Jian Yu 0002 and
Saeed Ur Rehman},
title = {A Survey on Device-free Indoor Localization and Tracking in the Multi-resident Environment.},
journal = {... |
2377027 | journals/csur/VerbraekenWKKVR20 | A Survey on Distributed Machine Learning. | Joost Verbraeken, Matthijs Wolting, Jonathan Katzy, Jeroen Kloppenburg, Tim Verbelen, Jan S. Rellermeyer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 30:1-30:33 | https://dblp.org/rec/journals/csur/VerbraekenWKKVR20 | https://doi.org/10.1145/3377454 | The demand for artificial intelligence has grown significantly over the past decade, and this growth has been fueled by advances in machine learning techniques and the ability to leverage hardware acceleration. However, to increase the quality of predictions and render machine learning solutions feasible for more compl... | @article{DBLP:journals/csur/VerbraekenWKKVR20,
author = {Joost Verbraeken and
Matthijs Wolting and
Jonathan Katzy and
Jeroen Kloppenburg and
Tim Verbelen and
Jan S. Rellermeyer},
title = {A Survey on Distributed M... |
2376926 | journals/csur/Alvarez-GarciaC20 | A Survey on Energy Expenditure Estimation Using Wearable Devices. | Juan Antonio Álvarez-García, Bozidara Cvetkovic, Mitja Lustrek | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 91:1-91:35 | https://dblp.org/rec/journals/csur/Alvarez-GarciaC20 | https://doi.org/10.1145/3404482 | Human Energy Expenditure (EE) is a valuable tool for measuring physical activity and its impact on our body in an objective way. To accurately measure the EE, there are methods such as doubly labeled water and direct and indirect calorimetry, but their cost and practical limitations make them suitable only for research... | @article{DBLP:journals/csur/Alvarez-GarciaC20,
author = {Juan Antonio Álvarez-García and
Bozidara Cvetkovic and
Mitja Lustrek},
title = {A Survey on Energy Expenditure Estimation Using Wearable Devices.},
journal = {ACM Comput. Surv.},
volume = {53},
... |
2376941 | journals/csur/ChenPNX20 | A Survey on Ethereum Systems Security: Vulnerabilities, Attacks, and Defenses. | Huashan Chen, Marcus Pendleton, Laurent Njilla, Shouhuai Xu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 67:1-67:43 | https://dblp.org/rec/journals/csur/ChenPNX20 | https://doi.org/10.1145/3391195 | Blockchain technology is believed by many to be a game changer in many application domains. While the first generation of blockchain technology (i.e., Blockchain 1.0) is almost exclusively used for cryptocurrency, the second generation (i.e., Blockchain 2.0), as represented by Ethereum, is an open and decentralized pla... | @article{DBLP:journals/csur/ChenPNX20,
author = {Huashan Chen and
Marcus Pendleton and
Laurent Njilla and
Shouhuai Xu},
title = {A Survey on Ethereum Systems Security: Vulnerabilities, Attacks, and Defenses.},
journal = {ACM Comput. Surv.},
... |
2376951 | journals/csur/DasSM20 | A Survey on Fuzzy Deep Neural Networks. | Rangan Das, Sagnik Sen 0002, Ujjwal Maulik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 54:1-54:25 | https://dblp.org/rec/journals/csur/DasSM20 | https://doi.org/10.1145/3369798 | Deep neural networks are a class of powerful machine learning model that uses successive layers of non-linear processing units to extract features from data. However, the training process of such networks is quite computationally intensive and uses commonly used optimization methods that do not guarantee optimum perfor... | @article{DBLP:journals/csur/DasSM20,
author = {Rangan Das and
Sagnik Sen 0002 and
Ujjwal Maulik},
title = {A Survey on Fuzzy Deep Neural Networks.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages = {54:1--54:25},
y... |
2377009 | journals/csur/RathoreLZJX21 | A Survey on Heart Biometrics. | Aditya Singh Rathore, Zhengxiong Li, Weijin Zhu, Zhanpeng Jin, Wenyao Xu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 114:1-114:38 | https://dblp.org/rec/journals/csur/RathoreLZJX21 | https://doi.org/10.1145/3410158 | In recent years, biometrics (e.g., fingerprint or face recognition) has replaced traditional passwords and PINs as a widely used method for user authentication, particularly in personal or mobile devices. Differing from state-of-the-art biometrics, heart biometrics offer the advantages of liveness detection, which prov... | @article{DBLP:journals/csur/RathoreLZJX21,
author = {Aditya Singh Rathore and
Zhengxiong Li and
Weijin Zhu and
Zhanpeng Jin and
Wenyao Xu},
title = {A Survey on Heart Biometrics.},
journal = {ACM Comput. Surv.},
volume ... |
2376929 | journals/csur/BansalCC21 | A Survey on IoT Big Data: Current Status, 13 V's Challenges, and Future Directions. | Maggi Bansal, Inderveer Chana, Siobhán Clarke | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 131:1-131:59 | https://dblp.org/rec/journals/csur/BansalCC21 | https://doi.org/10.1145/3419634 | Driven by the core technologies, i.e., sensor-based autonomous data acquisition and the cloud-based big data analysis, IoT automates the actuation of data-driven intelligent actions on the connected objects. This automation enables numerous useful real-life use-cases, such as smart transport, smart living, smart cities... | @article{DBLP:journals/csur/BansalCC21,
author = {Maggi Bansal and
Inderveer Chana and
Siobhán Clarke},
title = {A Survey on IoT Big Data: Current Status, 13 V's Challenges, and Future Directions.},
journal = {ACM Comput. Surv.},
volume = {53},
numbe... |
2376980 | journals/csur/LiLN20 | A Survey on Renamings of Software Entities. | Guangjie Li, Hui Liu 0003, Ally S. Nyamawe | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 41:1-41:38 | https://dblp.org/rec/journals/csur/LiLN20 | https://doi.org/10.1145/3379443 | More than 70% of characters in the source code are used to label identifiers. Consequently, identifiers are one of the most important source for program comprehension. Meaningful identifiers are crucial to understand and maintain programs. However, for reasons like constrained schedule, inexperience, and unplanned evol... | @article{DBLP:journals/csur/LiLN20,
author = {Guangjie Li and
Hui Liu 0003 and
Ally S. Nyamawe},
title = {A Survey on Renamings of Software Entities.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {2},
pages = {41:1--41:38},
... |
2377030 | journals/csur/WangJYFPY20 | A Survey on Trust Evaluation Based on Machine Learning. | Jingwen Wang, Xuyang Jing, Zheng Yan 0002, Yulong Fu, Witold Pedrycz, Laurence T. Yang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 107:1-107:36 | https://dblp.org/rec/journals/csur/WangJYFPY20 | https://doi.org/10.1145/3408292 | Trust evaluation is the process of quantifying trust with attributes that influence trust. It faces a number of severe issues such as lack of essential evaluation data, demand of big data process, request of simple trust relationship expression, and expectation of automation. In order to overcome these problems and int... | @article{DBLP:journals/csur/WangJYFPY20,
author = {Jingwen Wang and
Xuyang Jing and
Zheng Yan 0002 and
Yulong Fu and
Witold Pedrycz and
Laurence T. Yang},
title = {A Survey on Trust Evaluation Based on Machine Lea... |
2376981 | journals/csur/LinSWLWM20 | A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers. | Weiwei Lin 0001, Fang Shi, Wentai Wu, Keqin Li 0001, Guangxin Wu, Al-Alas Mohammed | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 100:1-100:41 | https://dblp.org/rec/journals/csur/LinSWLWM20 | https://doi.org/10.1145/3406208 | Due to the increasing demand of cloud resources, the ever-increasing number and scale of cloud data centers make their massive power consumption a prominent issue today. Evidence reveals that the behaviors of cloud servers make the major impact on data centers’ power consumption. Although extensive research can be foun... | @article{DBLP:journals/csur/LinSWLWM20,
author = {Weiwei Lin 0001 and
Fang Shi and
Wentai Wu and
Keqin Li 0001 and
Guangxin Wu and
Al-Alas Mohammed},
title = {A Taxonomy and Survey of Power Models and Power Modeli... |
2377021 | journals/csur/SuabootFTGMAZD20 | A Taxonomy of Supervised Learning for IDSs in SCADA Environments. | Jakapan Suaboot, Adil Fahad, Zahir Tari, John C. Grundy, Abdun Naser Mahmood, Abdulmohsen Almalawi, Albert Y. Zomaya, Khalil Drira | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 40:1-40:37 | https://dblp.org/rec/journals/csur/SuabootFTGMAZD20 | https://doi.org/10.1145/3379499 | Supervisory Control and Data Acquisition (SCADA) systems play an important role in monitoring industrial processes such as electric power distribution, transport systems, water distribution, and wastewater collection systems. Such systems require a particular attention with regards to security aspects, as they deal wit... | @article{DBLP:journals/csur/SuabootFTGMAZD20,
author = {Jakapan Suaboot and
Adil Fahad and
Zahir Tari and
John C. Grundy and
Abdun Naser Mahmood and
Abdulmohsen Almalawi and
Albert Y. Zomaya and
... |
2377015 | journals/csur/SerbanPV20 | Adversarial Examples on Object Recognition: A Comprehensive Survey. | Alexandru Constantin Serban, Erik Poll, Joost Visser 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 66:1-66:38 | https://dblp.org/rec/journals/csur/SerbanPV20 | https://doi.org/10.1145/3398394 | Deep neural networks are at the forefront of machine learning research. However, despite achieving impressive performance on complex tasks, they can be very sensitive: Small perturbations of inputs can be sufficient to induce incorrect behavior. Such perturbations, called adversarial examples, are intentionally designe... | @article{DBLP:journals/csur/SerbanPV20,
author = {Alexandru Constantin Serban and
Erik Poll and
Joost Visser 0001},
title = {Adversarial Examples on Object Recognition: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2376945 | journals/csur/ChristophidesEP21 | An Overview of End-to-End Entity Resolution for Big Data. | Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas, George Papadakis 0001, Kostas Stefanidis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 127:1-127:42 | https://dblp.org/rec/journals/csur/ChristophidesEP21 | https://doi.org/10.1145/3418896 | One of the most critical tasks for improving data quality and increasing the reliability of data analytics is Entity Resolution (ER), which aims to identify different descriptions that refer to the same real-world entity. Despite several decades of research, ER remains a challenging problem. In this survey, we highligh... | @article{DBLP:journals/csur/ChristophidesEP21,
author = {Vassilis Christophides and
Vasilis Efthymiou and
Themis Palpanas and
George Papadakis 0001 and
Kostas Stefanidis},
title = {An Overview of End-to-End Entity Resolution for Bi... |
2377044 | journals/csur/ZhangSVMYVP20 | An Overview of Hardware Implementation of Membrane Computing Models. | Gexiang Zhang, Zeyi Shang, Sergey Verlan, Miguel Ángel Martínez-del-Amor, Chengxun Yuan, Luis Valencia-Cabrera, Mario J. Pérez-Jiménez | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 90:1-90:38 | https://dblp.org/rec/journals/csur/ZhangSVMYVP20 | https://doi.org/10.1145/3402456 | The model of membrane computing, also known under the name of P systems, is a bio-inspired large-scale parallel computing paradigm having a good potential for the design of massively parallel algorithms. For its implementation it is very natural to choose hardware platforms that have important inherent parallelism, suc... | @article{DBLP:journals/csur/ZhangSVMYVP20,
author = {Gexiang Zhang and
Zeyi Shang and
Sergey Verlan and
Miguel Ángel Martínez-del-Amor and
Chengxun Yuan and
Luis Valencia-Cabrera and
Mario J. Pérez-Jiméne... |
2376918 | journals/csur/Ait-SalahtDL20 | An Overview of Service Placement Problem in Fog and Edge Computing. | Farah Aït-Salaht, Frédéric Desprez, Adrien Lebre | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 65:1-65:35 | https://dblp.org/rec/journals/csur/Ait-SalahtDL20 | https://doi.org/10.1145/3391196 | To support the large and various applications generated by the Internet of Things (IoT), Fog Computing was introduced to complement the Cloud Computing and offer Cloud-like services at the edge of the network with low latency and real-time responses. Large-scale, geographical distribution, and heterogeneity of edge com... | @article{DBLP:journals/csur/Ait-SalahtDL20,
author = {Farah Aït-Salaht and
Frédéric Desprez and
Adrien Lebre},
title = {An Overview of Service Placement Problem in Fog and Edge Computing.},
journal = {ACM Comput. Surv.},
volume = {53},
number =... |
2376976 | journals/csur/KumaranDR21 | Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. | Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 119:1-119:26 | https://dblp.org/rec/journals/csur/KumaranDR21 | https://doi.org/10.1145/3417989 | Computer vision has evolved in the last decade as a key technology for numerous applications replacing human supervision. Timely detection of traffic violations and abnormal behavior of pedestrians at public places through computer vision and visual surveillance can be highly effective for maintaining traffic order in ... | @article{DBLP:journals/csur/KumaranDR21,
author = {Santhosh Kelathodi Kumaran and
Debi Prosad Dogra and
Partha Pratim Roy 0001},
title = {Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey.},
journal = {ACM Comput. Surv.},
volume = {... |
2377000 | journals/csur/PekarMSZ20 | Application Domain-Based Overview of IoT Network Traffic Characteristics. | Adrián Pekár, Jozef Mocnej, Winston K. G. Seah, Iveta Zolotová | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 87:1-87:33 | https://dblp.org/rec/journals/csur/PekarMSZ20 | https://doi.org/10.1145/3399669 | Over the past decade, the Internet of Things (IoT) has advanced rapidly. New technologies have been proposed and existing approaches optimised to meet user, society and industry requirements. However, as the complexity and heterogeneity of the traffic that flows through the networks are continuously growing, the innova... | @article{DBLP:journals/csur/PekarMSZ20,
author = {Adrián Pekár and
Jozef Mocnej and
Winston K. G. Seah and
Iveta Zolotová},
title = {Application Domain-Based Overview of IoT Network Traffic Characteristics.},
journal = {ACM Comput. Surv.},
... |
2376989 | journals/csur/MahmudRB20 | Application Management in Fog Computing Environments: A Taxonomy, Review and Future Directions. | Md. Redowan Mahmud, Kotagiri Ramamohanarao, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 88:1-88:43 | https://dblp.org/rec/journals/csur/MahmudRB20 | https://doi.org/10.1145/3403955 | The Internet of Things (IoT) paradigm is being rapidly adopted for the creation of smart environments in various domains. The IoT-enabled cyber-physical systems associated with smart city, healthcare, Industry 4.0 and Agtech handle a huge volume of data and require data processing services from different types of appli... | @article{DBLP:journals/csur/MahmudRB20,
author = {Md. Redowan Mahmud and
Kotagiri Ramamohanarao and
Rajkumar Buyya},
title = {Application Management in Fog Computing Environments: A Taxonomy, Review and Future Directions.},
journal = {ACM Comput. Surv.},
vol... |
2377014 | journals/csur/SequeirosCSFI20 | Attack and System Modeling Applied to IoT, Cloud, and Mobile Ecosystems: Embedding Security by Design. | João B. F. Sequeiros, Francisco T. Chimuco, Musa G. Samaila, Mário M. Freire, Pedro R. M. Inácio | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 25:1-25:32 | https://dblp.org/rec/journals/csur/SequeirosCSFI20 | https://doi.org/10.1145/3376123 | Over the years, pervasive computing and communication technologies have enabled the emergence of new computing paradigms that have gained importance across a wide spectrum of domains. The three most notable that have witnessed significant advancements and have a solid track record of exponential growth in diverse appli... | @article{DBLP:journals/csur/SequeirosCSFI20,
author = {João B. F. Sequeiros and
Francisco T. Chimuco and
Musa G. Samaila and
Mário M. Freire and
Pedro R. M. Inácio},
title = {Attack and System Modeling Applied to IoT, Cloud, and Mo... |
2376916 | journals/csur/0002DXSL020 | Attribute-based Encryption for Cloud Computing Access Control: A Survey. | Yinghui Zhang 0002, Robert H. Deng, Shengmin Xu, Jianfei Sun, Qi Li 0011, Dong Zheng 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 83:1-83:41 | https://dblp.org/rec/journals/csur/0002DXSL020 | https://doi.org/10.1145/3398036 | Attribute-based encryption (ABE) for cloud computing access control is reviewed in this article. A taxonomy and comprehensive assessment criteria of ABE are first proposed. In the taxonomy, ABE schemes are assorted into key-policy ABE (KP-ABE) schemes, ciphertext-policy ABE (CP-ABE) schemes, anti-quantum ABE schemes, a... | @article{DBLP:journals/csur/0002DXSL020,
author = {Yinghui Zhang 0002 and
Robert H. Deng and
Shengmin Xu and
Jianfei Sun and
Qi Li 0011 and
Dong Zheng 0001},
title = {Attribute-based Encryption for Cloud Computing... |
2377038 | journals/csur/YasudaMC20 | Autonomous Visual Navigation for Mobile Robots: A Systematic Literature Review. | Yuri D. V. Yasuda, Luiz Eduardo Galvão Martins, Fabio A. M. Cappabianco | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 13:1-13:34 | https://dblp.org/rec/journals/csur/YasudaMC20 | https://doi.org/10.1145/3368961 | Autonomous mobile robots are required to move throughout map the environment, locate themselves, and plan paths between positions. Vision stands out among the other senses for its richness and practicality. Even though there are well-established autonomous navigation solutions, as far as we can tell, no complete autono... | @article{DBLP:journals/csur/YasudaMC20,
author = {Yuri D. V. Yasuda and
Luiz Eduardo Galvão Martins and
Fabio A. M. Cappabianco},
title = {Autonomous Visual Navigation for Mobile Robots: A Systematic Literature Review.},
journal = {ACM Comput. Surv.},
volume... |
2376952 | journals/csur/DavoudianL20 | Big Data Systems: A Software Engineering Perspective. | Ali Davoudian, Mengchi Liu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 110:1-110:39 | https://dblp.org/rec/journals/csur/DavoudianL20 | https://doi.org/10.1145/3408314 | Big Data Systems (BDSs) are an emerging class of scalable software technologies whereby massive amounts of heterogeneous data are gathered from multiple sources, managed, analyzed (in batch, stream or hybrid fashion), and served to end-users and external applications. Such systems pose specific challenges in all phases... | @article{DBLP:journals/csur/DavoudianL20,
author = {Ali Davoudian and
Mengchi Liu},
title = {Big Data Systems: A Software Engineering Perspective.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {110:1--110:39},
year = {2... |
2376974 | journals/csur/KritikakouPCS20 | Binary Tree Classification of Rigid Error Detection and Correction Techniques. | Angeliki Kritikakou, Rafail Psiakis, Francky Catthoor, Olivier Sentieys | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 76:1-76:38 | https://dblp.org/rec/journals/csur/KritikakouPCS20 | https://doi.org/10.1145/3397268 | Due to technology scaling and harsh environments, a wide range of fault-tolerant techniques exists to deal with the error occurrences. Selecting a fault-tolerant technique is not trivial, whereas more than the necessary overhead is usually inserted during the system design. To avoid over-designing, it is necessary to h... | @article{DBLP:journals/csur/KritikakouPCS20,
author = {Angeliki Kritikakou and
Rafail Psiakis and
Francky Catthoor and
Olivier Sentieys},
title = {Binary Tree Classification of Rigid Error Detection and Correction Techniques.},
journal = {ACM... |
2376972 | journals/csur/KhanPGLM20 | Biometric Systems Utilising Health Data from Wearable Devices: Applications and Future Challenges in Computer Security. | Saad Khan 0001, Simon Parkinson, Liam Grant, Na Liu, Stephen McGuire | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 85:1-85:29 | https://dblp.org/rec/journals/csur/KhanPGLM20 | https://doi.org/10.1145/3400030 | Health data are being increasingly sensed from the health-based wearable Internet of Things (IoT) devices, providing much-needed fitness and health tracking. However, data generated also present opportunities within computer security, specifically with biometric systems used for identification and authentication purpos... | @article{DBLP:journals/csur/KhanPGLM20,
author = {Saad Khan 0001 and
Simon Parkinson and
Liam Grant and
Na Liu and
Stephen McGuire},
title = {Biometric Systems Utilising Health Data from Wearable Devices: Applications and Future Ch... |
2377016 | journals/csur/SharmaJM20 | Blockchain Technology for Cloud Storage: A Systematic Literature Review. | Pratima Sharma, Rajni Jindal, Dutta Borah Malaya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 89:1-89:32 | https://dblp.org/rec/journals/csur/SharmaJM20 | https://doi.org/10.1145/3403954 | The demand for Blockchain innovation and the significance of its application has inspired ever-progressing exploration in various scientific and practical areas. Even though it is still in the initial testing stage, the blockchain is being viewed as a progressive solution to address present-day technology concerns, suc... | @article{DBLP:journals/csur/SharmaJM20,
author = {Pratima Sharma and
Rajni Jindal and
Dutta Borah Malaya},
title = {Blockchain Technology for Cloud Storage: A Systematic Literature Review.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2376937 | journals/csur/ButijnTH20 | Blockchains: A Systematic Multivocal Literature Review. | Bert-Jan Butijn, Damian A. Tamburri, Willem-Jan van den Heuvel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 61:1-61:37 | https://dblp.org/rec/journals/csur/ButijnTH20 | https://doi.org/10.1145/3369052 | Blockchain technology has gained tremendous popularity both in practice and academia. The goal of this article is to develop a coherent overview of the state of the art in blockchain technology, using a systematic (i.e., protocol-based, replicable), multivocal (i.e., featuring both white and grey literature alike) lite... | @article{DBLP:journals/csur/ButijnTH20,
author = {Bert-Jan Butijn and
Damian A. Tamburri and
Willem-Jan van den Heuvel},
title = {Blockchains: A Systematic Multivocal Literature Review.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {... |
2376997 | journals/csur/PapadakisSTP20 | Blocking and Filtering Techniques for Entity Resolution: A Survey. | George Papadakis 0001, Dimitrios Skoutas 0001, Emmanouil Thanos, Themis Palpanas | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 31:1-31:42 | https://dblp.org/rec/journals/csur/PapadakisSTP20 | https://doi.org/10.1145/3377455 | Entity Resolution (ER), a core task of Data Integration, detects different entity profiles that correspond to the same real-world object. Due to its inherently quadratic complexity, a series of techniques accelerate it so that it scales to voluminous data. In this survey, we review a large number of relevant works unde... | @article{DBLP:journals/csur/PapadakisSTP20,
author = {George Papadakis 0001 and
Dimitrios Skoutas 0001 and
Emmanouil Thanos and
Themis Palpanas},
title = {Blocking and Filtering Techniques for Entity Resolution: A Survey.},
journal = {ACM Com... |
2377040 | journals/csur/YuGLLWLW20 | Causality-based Feature Selection: Methods and Evaluations. | Kui Yu, Xianjie Guo, Lin Liu 0003, Jiuyong Li, Hao Wang 0008, Zhaolong Ling, Xindong Wu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 111:1-111:36 | https://dblp.org/rec/journals/csur/YuGLLWLW20 | https://doi.org/10.1145/3409382 | Feature selection is a crucial preprocessing step in data analytics and machine learning. Classical feature selection algorithms select features based on the correlations between predictive features and the class variable and do not attempt to capture causal relationships between them. It has been shown that the knowle... | @article{DBLP:journals/csur/YuGLLWLW20,
author = {Kui Yu and
Xianjie Guo and
Lin Liu 0003 and
Jiuyong Li and
Hao Wang 0008 and
Zhaolong Ling and
Xindong Wu 0001},
title = {Causality-based Feature... |
2376990 | journals/csur/Mallawaarachchi20 | Change Detection and Notification of Web Pages: A Survey. | Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Madhushanka, Eranga Heshan, Dulani Meedeniya, Sampath Jayarathna | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 15:1-15:35 | https://dblp.org/rec/journals/csur/Mallawaarachchi20 | https://doi.org/10.1145/3369876 | The majority of currently available webpages are dynamic in nature and are changing frequently. New content gets added to webpages, and existing content gets updated or deleted. Hence, people find it useful to be alert for changes in webpages that contain information that is of value to them. In the current context, ke... | @article{DBLP:journals/csur/Mallawaarachchi20,
author = {Vijini Mallawaarachchi and
Lakmal Meegahapola and
Roshan Madhushanka and
Eranga Heshan and
Dulani Meedeniya and
Sampath Jayarathna},
title = {Change Detecti... |
2376921 | journals/csur/AlacaO20 | Comparative Analysis and Framework Evaluating Web Single Sign-on Systems. | Furkan Alaca, Paul C. van Oorschot | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 112:1-112:34 | https://dblp.org/rec/journals/csur/AlacaO20 | https://doi.org/10.1145/3409452 | We perform a comprehensive analysis and comparison of 14 web single sign-on (SSO) systems proposed and/or deployed over the past decade, including federated identity and credential/password management schemes. We identify common design properties and use them to develop a taxonomy for SSO schemes, highlighting the asso... | @article{DBLP:journals/csur/AlacaO20,
author = {Furkan Alaca and
Paul C. van Oorschot},
title = {Comparative Analysis and Framework Evaluating Web Single Sign-on Systems.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {112:1--112:... |
2376932 | journals/csur/BoukercheS20 | Computation Offloading and Retrieval for Vehicular Edge Computing: Algorithms, Models, and Classification. | Azzedine Boukerche, Victor Soto | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 80:1-80:35 | https://dblp.org/rec/journals/csur/BoukercheS20 | https://doi.org/10.1145/3392064 | The rapid evolution of mobile devices, their applications, and the amount of data generated by them causes a significant increase in bandwidth consumption and congestions in the network core. Edge Computing offers a solution to these performance drawbacks by extending the cloud paradigm to the edge of the network using... | @article{DBLP:journals/csur/BoukercheS20,
author = {Azzedine Boukerche and
Victor Soto},
title = {Computation Offloading and Retrieval for Vehicular Edge Computing: Algorithms, Models, and Classification.},
journal = {ACM Comput. Surv.},
volume = {53},
number = ... |
2376940 | journals/csur/ChatterjeeR20 | Computational Sustainability: A Socio-technical Perspective. | Deya Chatterjee, Shrisha Rao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 101:1-101:29 | https://dblp.org/rec/journals/csur/ChatterjeeR20 | https://doi.org/10.1145/3409797 | This is a consolidated look at computational techniques for sustainability, and their limits and possibilities. Sustainability is already well established as a concern and a topic of study and practice, given the alarming increase of environmental degradation, pollution, and other adverse effects of industrialization a... | @article{DBLP:journals/csur/ChatterjeeR20,
author = {Deya Chatterjee and
Shrisha Rao 0001},
title = {Computational Sustainability: A Socio-technical Perspective.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {101:1--101:29},
ye... |
2377012 | journals/csur/SahinSMG20 | Computer-Generated Holograms for 3D Imaging: A Survey. | Erdem Sahin, Elena Stoykova, Jani Mäkinen, Atanas P. Gotchev | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 32:1-32:35 | https://dblp.org/rec/journals/csur/SahinSMG20 | https://doi.org/10.1145/3378444 | Holography is usually considered as the ultimate way to visually reproduce a three-dimensional scene. Computer-generated holography constitutes an important branch of holography, which enables visualization of artificially generated scenes as well as real three-dimensional scenes recorded under white-light illumination... | @article{DBLP:journals/csur/SahinSMG20,
author = {Erdem Sahin and
Elena Stoykova and
Jani Mäkinen and
Atanas P. Gotchev},
title = {Computer-Generated Holograms for 3D Imaging: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
... |
2376968 | journals/csur/IsmailM20 | Computing Server Power Modeling in a Data Center: Survey, Taxonomy, and Performance Evaluation. | Leila Ismail, Huned Materwala | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 58:1-58:34 | https://dblp.org/rec/journals/csur/IsmailM20 | https://doi.org/10.1145/3390605 | Data centers are large-scale, energy-hungry infrastructure serving the increasing computational demands as the world is becoming more connected in smart cities. The emergence of advanced technologies such as cloud-based services, internet of things (IoT), and big data analytics has augmented the growth of global data c... | @article{DBLP:journals/csur/IsmailM20,
author = {Leila Ismail and
Huned Materwala},
title = {Computing Server Power Modeling in a Data Center: Survey, Taxonomy, and Performance Evaluation.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages ... |
2377048 | journals/csur/ZolfaghariSRNAK20 | Content Delivery Networks: State of the Art, Trends, and Future Roadmap. | Behrouz Zolfaghari, Gautam Srivastava 0001, Swapnoneel Roy, Hamid R. Nemati, Fatemeh Afghah, Takeshi Koshiba, Abolfazl Razi, Khodakhast Bibak, Pinaki Mitra, Brijesh Kumar Rai | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 34:1-34:34 | https://dblp.org/rec/journals/csur/ZolfaghariSRNAK20 | https://doi.org/10.1145/3380613 | Recently, Content Delivery Networks (CDN) have become more and more popular. The technology itself is ahead of academic research in this area. Several dimensions of the technology have not been adequately investigated by academia. These dimensions include outline management, security, and standardization. Discovering a... | @article{DBLP:journals/csur/ZolfaghariSRNAK20,
author = {Behrouz Zolfaghari and
Gautam Srivastava 0001 and
Swapnoneel Roy and
Hamid R. Nemati and
Fatemeh Afghah and
Takeshi Koshiba and
Abolfazl Razi and
... |
2376985 | journals/csur/Lucas20 | Context-sensitive Rewriting. | Salvador Lucas | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 78:1-78:36 | https://dblp.org/rec/journals/csur/Lucas20 | https://doi.org/10.1145/3397677 | The appropriate selection of the arguments of functions that can be evaluated in function calls is often useful to improve efficiency, speed, termination behavior, and so on. This is essential, e.g., in the conditional if - then - else operator. We can specify this by associating a set μ(f) of indices of evaluable argu... | @article{DBLP:journals/csur/Lucas20,
author = {Salvador Lucas},
title = {Context-sensitive Rewriting.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {4},
pages = {78:1--78:36},
year = {2021},
url = {https://doi.org/10.1145/3397677},
doi ... |
2376973 | journals/csur/KolbAKC20 | Core Concepts, Challenges, and Future Directions in Blockchain: A Centralized Tutorial. | John Kolb, Moustafa AbdelBaky, Randy H. Katz, David E. Culler | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 9:1-9:39 | https://dblp.org/rec/journals/csur/KolbAKC20 | https://doi.org/10.1145/3366370 | Blockchains are a topic of immense interest in academia and industry, but their true nature is often obscured by marketing and hype. In this tutorial, we explain the fundamental elements of blockchains. We discuss their ability to achieve availability, consistency, and data integrity as well as their inherent limitatio... | @article{DBLP:journals/csur/KolbAKC20,
author = {John Kolb and
Moustafa AbdelBaky and
Randy H. Katz and
David E. Culler},
title = {Core Concepts, Challenges, and Future Directions in Blockchain: A Centralized Tutorial.},
journal = {ACM Comput... |
2376960 | journals/csur/FanLZJB20 | Decentralized Trust Management: Risk Analysis and Trust Aggregation. | Xinxin Fan, Ling Liu 0001, Rui Zhang 0016, Quanliang Jing, Jingping Bi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 2:1-2:33 | https://dblp.org/rec/journals/csur/FanLZJB20 | https://doi.org/10.1145/3362168 | Decentralized trust management is used as a referral benchmark for assisting decision making by human or intelligence machines in open collaborative systems. During any given period of time, each participant may only interact with a few other participants. Simply relying on direct trust may frequently resort to random ... | @article{DBLP:journals/csur/FanLZJB20,
author = {Xinxin Fan and
Ling Liu 0001 and
Rui Zhang 0016 and
Quanliang Jing and
Jingping Bi},
title = {Decentralized Trust Management: Risk Analysis and Trust Aggregation.},
journal = ... |
2376979 | journals/csur/LeCB20 | Deep Learning for Source Code Modeling and Generation: Models, Applications, and Challenges. | Triet Huynh Minh Le, Hao Chen 0041, Muhammad Ali Babar 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 62:1-62:38 | https://dblp.org/rec/journals/csur/LeCB20 | https://doi.org/10.1145/3383458 | Deep Learning (DL) techniques for Natural Language Processing have been evolving remarkably fast. Recently, the DL advances in language modeling, machine translation, and paragraph understanding are so prominent that the potential of DL in Software Engineering cannot be overlooked, especially in the field of program le... | @article{DBLP:journals/csur/LeCB20,
author = {Triet Huynh Minh Le and
Hao Chen 0041 and
Muhammad Ali Babar 0001},
title = {Deep Learning for Source Code Modeling and Generation: Models, Applications, and Challenges.},
journal = {ACM Comput. Surv.},
volume ... |
2376943 | journals/csur/ChenZZ0S020 | Deep Learning on Mobile and Embedded Devices: State-of-the-art, Challenges, and Future Directions. | Yanjiao Chen, Baolin Zheng, Zihan Zhang, Qian Wang 0002, Chao Shen 0001, Qian Zhang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 84:1-84:37 | https://dblp.org/rec/journals/csur/ChenZZ0S020 | https://doi.org/10.1145/3398209 | Recent years have witnessed an exponential increase in the use of mobile and embedded devices. With the great success of deep learning in many fields, there is an emerging trend to deploy deep learning on mobile and embedded devices to better meet the requirement of real-time applications and user privacy protection. H... | @article{DBLP:journals/csur/ChenZZ0S020,
author = {Yanjiao Chen and
Baolin Zheng and
Zihan Zhang and
Qian Wang 0002 and
Chao Shen 0001 and
Qian Zhang 0001},
title = {Deep Learning on Mobile and Embedded Devices: S... |
2376983 | journals/csur/LiuLLLW20 | Deep Learning-Based Video Coding: A Review and a Case Study. | Dong Liu 0002, Yue Li 0015, Jianping Lin, Houqiang Li, Feng Wu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 11:1-11:35 | https://dblp.org/rec/journals/csur/LiuLLLW20 | https://doi.org/10.1145/3368405 | The past decade has witnessed the great success of deep learning in many disciplines, especially in computer vision and image processing. However, deep learning-based video coding remains in its infancy. We review the representative works about using deep learning for image/video coding, an actively developing research... | @article{DBLP:journals/csur/LiuLLLW20,
author = {Dong Liu 0002 and
Yue Li 0015 and
Jianping Lin and
Houqiang Li and
Feng Wu 0001},
title = {Deep Learning-Based Video Coding: A Review and a Case Study.},
journal = {ACM Comput... |
2376971 | journals/csur/KhaderA20 | Density-based Algorithms for Big Data Clustering Using MapReduce Framework: A Comprehensive Study. | Mariam Khader, Ghazi Al-Naymat | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 93:1-93:38 | https://dblp.org/rec/journals/csur/KhaderA20 | https://doi.org/10.1145/3403951 | Clustering is used to extract hidden patterns and similar groups from data. Therefore, clustering as a method of unsupervised learning is a crucial technique for big data analysis owing to the massive number of unlabeled objects involved. Density-based algorithms have attracted research interest, because they help to b... | @article{DBLP:journals/csur/KhaderA20,
author = {Mariam Khader and
Ghazi Al-Naymat},
title = {Density-based Algorithms for Big Data Clustering Using MapReduce Framework: A Comprehensive Study.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages... |
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