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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2376933 | journals/csur/BoukercheS21 | Design of Algorithms and Protocols for Underwater Acoustic Wireless Sensor Networks. | Azzedine Boukerche, Peng Sun 0007 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 134:1-134:34 | https://dblp.org/rec/journals/csur/BoukercheS21 | https://doi.org/10.1145/3421763 | Nowadays, with the recent advances of wireless underwater communication and acoustic sensor devices technology, we are witnessing a surge in the exploration and exploitation of the ocean’s abundant natural resources. Accordingly, to fulfill the requirements of the exploration of the ocean, researchers have focused thei... | @article{DBLP:journals/csur/BoukercheS21,
author = {Azzedine Boukerche and
Peng Sun 0007},
title = {Design of Algorithms and Protocols for Underwater Acoustic Wireless Sensor Networks.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages ... |
2377043 | journals/csur/ZepfHSMP20 | Driver Emotion Recognition for Intelligent Vehicles: A Survey. | Sebastian Zepf, Javier Hernandez, Alexander Schmitt, Wolfgang Minker, Rosalind W. Picard | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 64:1-64:30 | https://dblp.org/rec/journals/csur/ZepfHSMP20 | https://doi.org/10.1145/3388790 | Driving can occupy a large portion of daily life and often can elicit negative emotional states like anger or stress, which can significantly impact road safety and long-term human health. In recent decades, the arrival of new tools to help recognize human affect has inspired increasing interest in how to develop emoti... | @article{DBLP:journals/csur/ZepfHSMP20,
author = {Sebastian Zepf and
Javier Hernandez and
Alexander Schmitt and
Wolfgang Minker and
Rosalind W. Picard},
title = {Driver Emotion Recognition for Intelligent Vehicles: A Survey.},
jo... |
2376991 | journals/csur/MarimuthuCC21 | Energy Diagnosis of Android Applications: A Thematic Taxonomy and Survey. | C. Marimuthu, K. Chandrasekaran 0001, Sridhar Chimalakonda | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 117:1-117:36 | https://dblp.org/rec/journals/csur/MarimuthuCC21 | https://doi.org/10.1145/3417986 | The abnormal energy consumption of Android applications is a significant problem faced by developers and users. In recent years, researchers have invested their efforts to develop energy diagnosis tools that pinpoint and fix the energy bugs from source code automatically. These tools use traditional software engineerin... | @article{DBLP:journals/csur/MarimuthuCC21,
author = {C. Marimuthu and
K. Chandrasekaran 0001 and
Sridhar Chimalakonda},
title = {Energy Diagnosis of Android Applications: A Thematic Taxonomy and Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
... |
2377020 | journals/csur/Stanley-Marbell20 | Exploiting Errors for Efficiency: A Survey from Circuits to Applications. | Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 51:1-51:39 | https://dblp.org/rec/journals/csur/Stanley-Marbell20 | https://doi.org/10.1145/3394898 | When a computational task tolerates a relaxation of its specification or when an algorithm tolerates the effects of noise in its execution, hardware, system software, and programming language compilers or their runtime systems can trade deviations from correct behavior for lower resource usage. We present, for the firs... | @article{DBLP:journals/csur/Stanley-Marbell20,
author = {Phillip Stanley-Marbell and
Armin Alaghi and
Michael Carbin and
Eva Darulova and
Lara Dolecek and
Andreas Gerstlauer and
Ghayoor Gillani and
... |
2377028 | journals/csur/VieiraCPSJV20 | Fast Packet Processing with eBPF and XDP: Concepts, Code, Challenges, and Applications. | Marcos Augusto M. Vieira, Matheus S. Castanho, Racyus D. G. Pacífico, Elerson Rubens da Silva Santos, Eduardo P. M. Câmara Júnior, Luiz Filipe M. Vieira | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 16:1-16:36 | https://dblp.org/rec/journals/csur/VieiraCPSJV20 | https://doi.org/10.1145/3371038 | Extended Berkeley Packet Filter (eBPF) is an instruction set and an execution environment inside the Linux kernel. It enables modification, interaction, and kernel programmability at runtime. eBPF can be used to program the eXpress Data Path (XDP), a kernel network layer that processes packets closer to the NIC for fas... | @article{DBLP:journals/csur/VieiraCPSJV20,
author = {Marcos Augusto M. Vieira and
Matheus S. Castanho and
Racyus D. G. Pacífico and
Elerson Rubens da Silva Santos and
Eduardo P. M. Câmara Júnior and
Luiz Filipe M. Vieira},... |
2376924 | journals/csur/AliCP20 | Foundations, Properties, and Security Applications of Puzzles: A Survey. | Isra Mohamed Ali, Maurantonio Caprolu, Roberto Di Pietro | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 72:1-72:38 | https://dblp.org/rec/journals/csur/AliCP20 | https://doi.org/10.1145/3396374 | Cryptographic algorithms have been used not only to create robust ciphertexts but also to generate cryptograms that, contrary to the classic goal of cryptography, are meant to be broken. These cryptograms, generally called puzzles, require the use of a certain amount of resources to be solved, hence introducing a cost ... | @article{DBLP:journals/csur/AliCP20,
author = {Isra Mohamed Ali and
Maurantonio Caprolu and
Roberto Di Pietro},
title = {Foundations, Properties, and Security Applications of Puzzles: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377022 | journals/csur/SuranPD20 | Frameworks for Collective Intelligence: A Systematic Literature Review. | Shweta Suran, Vishwajeet Pattanaik, Dirk Draheim | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 14:1-14:36 | https://dblp.org/rec/journals/csur/SuranPD20 | https://doi.org/10.1145/3368986 | Over the last few years, Collective Intelligence (CI) platforms have become a vital resource for learning, problem solving, decision-making, and predictions. This rising interest in the topic has to led to the development of several models and frameworks available in published literature. Unfortunately, most of these m... | @article{DBLP:journals/csur/SuranPD20,
author = {Shweta Suran and
Vishwajeet Pattanaik and
Dirk Draheim},
title = {Frameworks for Collective Intelligence: A Systematic Literature Review.},
journal = {ACM Comput. Surv.},
volume = {53},
number = ... |
2377032 | journals/csur/WangYKN20 | Generalizing from a Few Examples: A Survey on Few-shot Learning. | Yaqing Wang 0002, Quanming Yao, James T. Kwok, Lionel M. Ni | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 63:1-63:34 | https://dblp.org/rec/journals/csur/WangYKN20 | https://doi.org/10.1145/3386252 | Machine learning has been highly successful in data-intensive applications but is often hampered when the data set is small. Recently, Few-shot Learning (FSL) is proposed to tackle this problem. Using prior knowledge, FSL can rapidly generalize to new tasks containing only a few samples with supervised information. In ... | @article{DBLP:journals/csur/WangYKN20,
author = {Yaqing Wang 0002 and
Quanming Yao and
James T. Kwok and
Lionel M. Ni},
title = {Generalizing from a Few Examples: A Survey on Few-shot Learning.},
journal = {ACM Comput. Surv.},
volume ... |
2376958 | journals/csur/EtemadK20 | Generic Dynamic Data Outsourcing Framework for Integrity Verification. | Mohammad Etemad, Alptekin Küpçü | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 8:1-8:32 | https://dblp.org/rec/journals/csur/EtemadK20 | https://doi.org/10.1145/3365998 | Ateniese et al. proposed the Provable Data Possession (PDP) model in 2007. Following that, Erway et al. adapted the model for dynamically updatable data and called it the Dynamic Provable Data Possession (DPDP) model. The idea is that a client outsources her files to a cloud server and later challenges the server to ob... | @article{DBLP:journals/csur/EtemadK20,
author = {Mohammad Etemad and
Alptekin Küpçü},
title = {Generic Dynamic Data Outsourcing Framework for Integrity Verification.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {8:1--8:32},
ye... |
2376931 | journals/csur/BonifatiHPS20 | Graph Generators: State of the Art and Open Challenges. | Angela Bonifati, Irena Holubová, Arnau Prat-Pérez, Sherif Sakr | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 36:1-36:30 | https://dblp.org/rec/journals/csur/BonifatiHPS20 | https://doi.org/10.1145/3379445 | The abundance of interconnected data has fueled the design and implementation of graph generators reproducing real-world linking properties or gauging the effectiveness of graph algorithms, techniques, and applications manipulating these data. We consider graph generation across multiple subfields, such as Semantic Web... | @article{DBLP:journals/csur/BonifatiHPS20,
author = {Angela Bonifati and
Irena Holubová and
Arnau Prat-Pérez and
Sherif Sakr},
title = {Graph Generators: State of the Art and Open Challenges.},
journal = {ACM Comput. Surv.},
volume = ... |
2377036 | journals/csur/WoodNK20 | Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics. | Alexander Wood, Kayvan Najarian, Delaram Kahrobaei | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 70:1-70:35 | https://dblp.org/rec/journals/csur/WoodNK20 | https://doi.org/10.1145/3394658 | Machine learning and statistical techniques are powerful tools for analyzing large amounts of medical and genomic data. On the other hand, ethical concerns and privacy regulations prevent free sharing of this data. Encryption techniques such as fully homomorphic encryption (FHE) enable evaluation over encrypted data. U... | @article{DBLP:journals/csur/WoodNK20,
author = {Alexander Wood and
Kayvan Najarian and
Delaram Kahrobaei},
title = {Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377023 | journals/csur/TolmeijerKSCB21 | Implementations in Machine Ethics: A Survey. | Suzanne Tolmeijer, Markus Kneer, Cristina Sarasua, Markus Christen, Abraham Bernstein | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 132:1-132:38 | https://dblp.org/rec/journals/csur/TolmeijerKSCB21 | https://doi.org/10.1145/3419633 | Increasingly complex and autonomous systems require machine ethics to maximize the benefits and minimize the risks to society arising from the new technology. It is challenging to decide which type of ethical theory to employ and how to implement it effectively. This survey provides a threefold contribution. First, it ... | @article{DBLP:journals/csur/TolmeijerKSCB21,
author = {Suzanne Tolmeijer and
Markus Kneer and
Cristina Sarasua and
Markus Christen and
Abraham Bernstein},
title = {Implementations in Machine Ethics: A Survey.},
journal = {AC... |
2376999 | journals/csur/PaulinoFC20 | Improving Performance and Energy Consumption in Embedded Systems via Binary Acceleration: A Survey. | Nuno Paulino 0001, João Canas Ferreira, João M. P. Cardoso | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 6:1-6:36 | https://dblp.org/rec/journals/csur/PaulinoFC20 | https://doi.org/10.1145/3369764 | The breakdown of Dennard scaling has resulted in a decade-long stall of the maximum operating clock frequencies of processors. To mitigate this issue, computing shifted to multi-core devices. This introduced the need for programming flows and tools that facilitate the expression of workload parallelism at high abstract... | @article{DBLP:journals/csur/PaulinoFC20,
author = {Nuno Paulino 0001 and
João Canas Ferreira and
João M. P. Cardoso},
title = {Improving Performance and Energy Consumption in Embedded Systems via Binary Acceleration: A Survey.},
journal = {ACM Comput. Surv.},
... |
2377013 | journals/csur/SahniZ20 | In Memoriam Eliezer Dekel (1948-2020). | Sartaj Sahni, Albert Y. Zomaya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 23:1-23:2 | https://dblp.org/rec/journals/csur/SahniZ20 | https://doi.org/10.1145/3389414 | null | @article{DBLP:journals/csur/SahniZ20,
author = {Sartaj Sahni and
Albert Y. Zomaya},
title = {In Memoriam Eliezer Dekel (1948-2020).},
journal = {ACM Comput. Surv.},
volume = {53},
number = {2},
pages = {23:1--23:2},
year = {2021},
url ... |
2377049 | journals/csur/Zomaya21 | In Memoriam Sherif Sakr (1979-2020). | Albert Y. Zomaya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 113e:1 | https://dblp.org/rec/journals/csur/Zomaya21 | https://doi.org/10.1145/3436208 | Sherif Sakr was a Professor and a respected researcher at Tartu University’s Institute of Computer Science in the field of Big Data. He co-edited the Springer Encyclopedia of Big Data Technologies (2019)—the largest compendium of scientific knowledge in this field. Sherif published more than 150 refereed research publi... | @article{DBLP:journals/csur/Zomaya21,
author = {Albert Y. Zomaya},
title = {In Memoriam Sherif Sakr (1979-2020).},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {113e:1},
year = {2021},
url = {https://doi.org/10.1145/3436208},
... |
2376959 | journals/csur/Falcon-CardonaC20 | Indicator-based Multi-objective Evolutionary Algorithms: A Comprehensive Survey. | Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 29:1-29:35 | https://dblp.org/rec/journals/csur/Falcon-CardonaC20 | https://doi.org/10.1145/3376916 | For over 25 years, most multi-objective evolutionary algorithms (MOEAs) have adopted selection criteria based on Pareto dominance. However, the performance of Pareto-based MOEAs quickly degrades when solving multi-objective optimization problems (MOPs) having four or more objective functions (the so-called many-objecti... | @article{DBLP:journals/csur/Falcon-CardonaC20,
author = {Jesús Guillermo Falcón-Cardona and
Carlos A. Coello Coello},
title = {Indicator-based Multi-objective Evolutionary Algorithms: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2376928 | journals/csur/BaeHRNBF20 | Interactive Clustering: A Comprehensive Review. | Juhee Bae, Tove Helldin, Maria Riveiro 0001, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Göran Falkman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 1:1-1:39 | https://dblp.org/rec/journals/csur/BaeHRNBF20 | https://doi.org/10.1145/3340960 | In this survey, 105 papers related to interactive clustering were reviewed according to seven perspectives: (1) on what level is the interaction happening, (2) which interactive operations are involved, (3) how user feedback is incorporated, (4) how interactive clustering is evaluated, (5) which data and (6) which clus... | @article{DBLP:journals/csur/BaeHRNBF20,
author = {Juhee Bae and
Tove Helldin and
Maria Riveiro 0001 and
Slawomir Nowaczyk and
Mohamed-Rafik Bouguelia and
Göran Falkman},
title = {Interactive Clustering: A Comprehe... |
2376984 | journals/csur/LuLHWC20 | Knowledge Transfer in Vision Recognition: A Survey. | Ying Lu 0007, Lingkun Luo, Di Huang 0001, Yunhong Wang 0001, Liming Chen 0002 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 37:1-37:35 | https://dblp.org/rec/journals/csur/LuLHWC20 | https://doi.org/10.1145/3379344 | In this survey, we propose to explore and discuss the common rules behind knowledge transfer works for vision recognition tasks. To achieve this, we firstly discuss the different kinds of reusable knowledge existing in a vision recognition task, and then we categorize different knowledge transfer approaches depending o... | @article{DBLP:journals/csur/LuLHWC20,
author = {Ying Lu 0007 and
Lingkun Luo and
Di Huang 0001 and
Yunhong Wang 0001 and
Liming Chen 0002},
title = {Knowledge Transfer in Vision Recognition: A Survey.},
journal = {ACM Comput... |
2377011 | journals/csur/Rozen21 | Languages of Games and Play: A Systematic Mapping Study. | Riemer van Rozen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 123:1-123:37 | https://dblp.org/rec/journals/csur/Rozen21 | https://doi.org/10.1145/3412843 | Digital games are a powerful means for creating enticing, beautiful, educational, and often highly addictive interactive experiences that impact the lives of billions of players worldwide. We explore what informs the design and construction of good games to learn how to speed-up game development. In particular, we stud... | @article{DBLP:journals/csur/Rozen21,
author = {Riemer van Rozen},
title = {Languages of Games and Play: A Systematic Mapping Study.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {123:1--123:37},
year = {2021},
url = {https://d... |
2376957 | journals/csur/EmamiPER20 | Machine Learning Methods for Data Association in Multi-Object Tracking. | Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 69:1-69:34 | https://dblp.org/rec/journals/csur/EmamiPER20 | https://doi.org/10.1145/3394659 | Data association is a key step within the multi-object tracking pipeline that is notoriously challenging due to its combinatorial nature. A popular and general way to formulate data association is as the NP-hard multi-dimensional assignment problem. Over the past few years, data-driven approaches to assignment have bec... | @article{DBLP:journals/csur/EmamiPER20,
author = {Patrick Emami and
Panos M. Pardalos and
Lily Elefteriadou and
Sanjay Ranka},
title = {Machine Learning Methods for Data Association in Multi-Object Tracking.},
journal = {ACM Comput. Surv.},
... |
2376977 | journals/csur/LandauPN20 | Mind Your Mind: EEG-Based Brain-Computer Interfaces and Their Security in Cyber Space. | Ofir Landau, Rami Puzis, Nir Nissim | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 17:1-17:38 | https://dblp.org/rec/journals/csur/LandauPN20 | https://doi.org/10.1145/3372043 | A brain-computer interface (BCI) system is a system that leverages brainwave information acquired by a designated brain monitoring device to interact with a computerized system. Over the past 40 years, many BCI applications have been developed in a variety of domains, from entertainment to medical field and even to com... | @article{DBLP:journals/csur/LandauPN20,
author = {Ofir Landau and
Rami Puzis and
Nir Nissim},
title = {Mind Your Mind: EEG-Based Brain-Computer Interfaces and Their Security in Cyber Space.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2376925 | journals/csur/AljeriB20 | Mobility Management in 5G-enabled Vehicular Networks: Models, Protocols, and Classification. | Noura Aljeri, Azzedine Boukerche | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 92:1-92:35 | https://dblp.org/rec/journals/csur/AljeriB20 | https://doi.org/10.1145/3403953 | Over the past few years, the next generation of vehicular networks is envisioned to play an essential part in autonomous driving, traffic management, and infotainment applications. The next generation of intelligent vehicular networks enabled by 5G systems will integrate various heterogeneous wireless techniques to ena... | @article{DBLP:journals/csur/AljeriB20,
author = {Noura Aljeri and
Azzedine Boukerche},
title = {Mobility Management in 5G-enabled Vehicular Networks: Models, Protocols, and Classification.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages ... |
2377010 | journals/csur/RazisAZ20 | Modeling Influence with Semantics in Social Networks: A Survey. | Gerasimos Razis, Ioannis Anagnostopoulos, Sherali Zeadally | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 7:1-7:38 | https://dblp.org/rec/journals/csur/RazisAZ20 | https://doi.org/10.1145/3369780 | The discovery of influential entities in all kinds of networks (e.g., social, digital, or computer) has always been an important field of study. In recent years, Online Social Networks (OSNs) have been established as a basic means of communication and often influencers and opinion makers promote politics, events, brand... | @article{DBLP:journals/csur/RazisAZ20,
author = {Gerasimos Razis and
Ioannis Anagnostopoulos and
Sherali Zeadally},
title = {Modeling Influence with Semantics in Social Networks: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377037 | journals/csur/WuSZLDSCZ20 | Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise. | Jian Wu 0002, Victor S. Sheng, Jing Zhang 0015, Hua Li 0003, Tetiana Dadakova, Christine Leon Swisher, Zhiming Cui 0002, Pengpeng Zhao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 28:1-28:35 | https://dblp.org/rec/journals/csur/WuSZLDSCZ20 | https://doi.org/10.1145/3379504 | Image classification is a key task in image understanding, and multi-label image classification has become a popular topic in recent years. However, the success of multi-label image classification is closely related to the way of constructing a training set. As active learning aims to construct an effective training se... | @article{DBLP:journals/csur/WuSZLDSCZ20,
author = {Jian Wu 0002 and
Victor S. Sheng and
Jing Zhang 0015 and
Hua Li 0003 and
Tetiana Dadakova and
Christine Leon Swisher and
Zhiming Cui 0002 and
... |
2377001 | journals/csur/Perez-Cerrolaza20 | Multi-core Devices for Safety-critical Systems: A Survey. | Jon Pérez-Cerrolaza, Roman Obermaisser, Jaume Abella 0001, Francisco J. Cazorla, Kim Grüttner, Irune Agirre, Hamidreza Ahmadian, Imanol Allende | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 79:1-79:38 | https://dblp.org/rec/journals/csur/Perez-Cerrolaza20 | https://doi.org/10.1145/3398665 | Multi-core devices are envisioned to support the development of next-generation safety-critical systems, enabling the on-chip integration of functions of different criticality. This integration provides multiple system-level potential benefits such as cost, size, power, and weight reduction. However, safety certificati... | @article{DBLP:journals/csur/Perez-Cerrolaza20,
author = {Jon Pérez-Cerrolaza and
Roman Obermaisser and
Jaume Abella 0001 and
Francisco J. Cazorla and
Kim Grüttner and
Irune Agirre and
Hamidreza Ahmadian a... |
2376967 | journals/csur/HilmanRB20 | Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions. | Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 10:1-10:39 | https://dblp.org/rec/journals/csur/HilmanRB20 | https://doi.org/10.1145/3368036 | Workflows are an application model that enables the automated execution of multiple interdependent and interconnected tasks. They are widely used by the scientific community to manage the distributed execution and dataflow of complex simulations and experiments. As the popularity of scientific workflows continue to ris... | @article{DBLP:journals/csur/HilmanRB20,
author = {Muhammad Hafizhuddin Hilman and
Maria Alejandra Rodriguez and
Rajkumar Buyya},
title = {Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions.},
journal = {ACM Comp... |
2377035 | journals/csur/WelshB20 | On Resilience in Cloud Computing: A Survey of Techniques across the Cloud Domain. | Thomas Welsh, Elhadj Benkhelifa | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 59:1-59:36 | https://dblp.org/rec/journals/csur/WelshB20 | https://doi.org/10.1145/3388922 | Cloud infrastructures are highly favoured as a computing delivery model worldwide, creating a strong societal dependence. It is therefore vital to enhance their resilience, providing persistent service delivery under a variety of conditions. Cloud environments are highly complex and continuously evolving. Additionally,... | @article{DBLP:journals/csur/WelshB20,
author = {Thomas Welsh and
Elhadj Benkhelifa},
title = {On Resilience in Cloud Computing: A Survey of Techniques across the Cloud Domain.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages = {59:1--... |
2377005 | journals/csur/QianSWJLGPJYZRW20 | Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. | Bin Qian 0002, Jie Su 0001, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan 0001, Deepak Puthal, Philip James 0002, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang 0001, Maciej Koutny, Rajiv Ranjan 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 82:1-82:47 | https://dblp.org/rec/journals/csur/QianSWJLGPJYZRW20 | https://doi.org/10.1145/3398020 | Machine Learning (ML) and Internet of Things (IoT) are complementary advances: ML techniques unlock the potential of IoT with intelligence, and IoT applications increasingly feed data collected by sensors into ML models, thereby employing results to improve their business processes and services. Hence, orchestrating ML... | @article{DBLP:journals/csur/QianSWJLGPJYZRW20,
author = {Bin Qian 0002 and
Jie Su 0001 and
Zhenyu Wen and
Devki Nandan Jha and
Yinhao Li and
Yu Guan 0001 and
Deepak Puthal and
Philip Jam... |
2376934 | journals/csur/BoukercheZA20 | Outlier Detection: Methods, Models, and Classification. | Azzedine Boukerche, Lining Zheng, Omar Alfandi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 55:1-55:37 | https://dblp.org/rec/journals/csur/BoukercheZA20 | https://doi.org/10.1145/3381028 | Over the past decade, we have witnessed an enormous amount of research effort dedicated to the design of efficient outlier detection techniques while taking into consideration efficiency, accuracy, high-dimensional data, and distributed environments, among other factors. In this article, we present and examine these ch... | @article{DBLP:journals/csur/BoukercheZA20,
author = {Azzedine Boukerche and
Lining Zheng and
Omar Alfandi},
title = {Outlier Detection: Methods, Models, and Classification.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages ... |
2376964 | journals/csur/HaradaA20 | Parallel Genetic Algorithms: A Useful Survey. | Tomohiro Harada, Enrique Alba 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 86:1-86:39 | https://dblp.org/rec/journals/csur/HaradaA20 | https://doi.org/10.1145/3400031 | In this article, we encompass an analysis of the recent advances in parallel genetic algorithms (PGAs). We have selected these algorithms because of the deep interest in many research fields for techniques that can face complex applications where running times and other computational resources are greedily consumed by ... | @article{DBLP:journals/csur/HaradaA20,
author = {Tomohiro Harada and
Enrique Alba 0001},
title = {Parallel Genetic Algorithms: A Useful Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {4},
pages = {86:1--86:39},
year = {2021},... |
2377041 | journals/csur/ZaveR21 | Patterns and Interactions in Network Security. | Pamela Zave, Jennifer Rexford | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 118:1-118:37 | https://dblp.org/rec/journals/csur/ZaveR21 | https://doi.org/10.1145/3417988 | Networks play a central role in cyber-security: networks deliver security attacks, suffer from them, defend against them, and sometimes even cause them. This article is a concise tutorial on the large subject of networks and security, written for all those interested in networking, whether their specialty is security o... | @article{DBLP:journals/csur/ZaveR21,
author = {Pamela Zave and
Jennifer Rexford},
title = {Patterns and Interactions in Network Security.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {118:1--118:37},
year = {2021},
u... |
2376961 | journals/csur/FeiLZ0H20 | Paving the Way for NFV Acceleration: A Taxonomy, Survey and Future Directions. | Xincai Fei, Fangming Liu, Qixia Zhang, Hai Jin 0001, Hongxin Hu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 73:1-73:42 | https://dblp.org/rec/journals/csur/FeiLZ0H20 | https://doi.org/10.1145/3397022 | As a recent innovation, network functions virtualization (NFV)—with its core concept of replacing hardware middleboxes with software network functions (NFs) implemented in commodity servers—promises cost savings and flexibility benefits. However, transitioning NFs from special-purpose hardware to commodity servers has ... | @article{DBLP:journals/csur/FeiLZ0H20,
author = {Xincai Fei and
Fangming Liu and
Qixia Zhang and
Hai Jin 0001 and
Hongxin Hu},
title = {Paving the Way for NFV Acceleration: A Taxonomy, Survey and Future Directions.},
journal ... |
2376995 | journals/csur/NavarroR20 | Predecessor Search. | Gonzalo Navarro 0001, Javiel Rojas-Ledesma | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 105:1-105:35 | https://dblp.org/rec/journals/csur/NavarroR20 | https://doi.org/10.1145/3409371 | The predecessor problem is a key component of the fundamental sorting-and-searching core of algorithmic problems. While binary search is the optimal solution in the comparison model, more realistic machine models on integer sets open the door to a rich universe of data structures, algorithms, and lower bounds. In this ... | @article{DBLP:journals/csur/NavarroR20,
author = {Gonzalo Navarro 0001 and
Javiel Rojas-Ledesma},
title = {Predecessor Search.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {5},
pages = {105:1--105:35},
year = {2021},
url ... |
2376939 | journals/csur/CanalHTCMRFZAOP20 | Predictive Reliability and Fault Management in Exascale Systems: State of the Art and Perspectives. | Ramon Canal, Carles Hernández 0001, Rafael Tornero, Alessandro Cilardo, Giuseppe Massari, Federico Reghenzani, William Fornaciari, Marina Zapater, David Atienza 0001, Ariel Oleksiak, Wojciech Piatek, Jaume Abella 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 95:1-95:32 | https://dblp.org/rec/journals/csur/CanalHTCMRFZAOP20 | https://doi.org/10.1145/3403956 | Performance and power constraints come together with Complementary Metal Oxide Semiconductor technology scaling in future Exascale systems. Technology scaling makes each individual transistor more prone to faults and, due to the exponential increase in the number of devices per chip, to higher system fault rates. Conse... | @article{DBLP:journals/csur/CanalHTCMRFZAOP20,
author = {Ramon Canal and
Carles Hernández 0001 and
Rafael Tornero and
Alessandro Cilardo and
Giuseppe Massari and
Federico Reghenzani and
William Fornaciari... |
2376994 | journals/csur/MehicNRMPAMSPPV20 | Quantum Key Distribution: A Networking Perspective. | Miralem Mehic, Marcin Niemiec, Stefan Rass, Jiajun Ma, Momtchil Peev, Alejandro Aguado, Vicente Martín, Stefan Schauer, Andreas Poppe, Christoph Pacher, Miroslav Voznák | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 96:1-96:41 | https://dblp.org/rec/journals/csur/MehicNRMPAMSPPV20 | https://doi.org/10.1145/3402192 | The convergence of quantum cryptography with applications used in everyday life is a topic drawing attention from the industrial and academic worlds. The development of quantum electronics has led to the practical achievement of quantum devices that are already available on the market and waiting for their first applic... | @article{DBLP:journals/csur/MehicNRMPAMSPPV20,
author = {Miralem Mehic and
Marcin Niemiec and
Stefan Rass and
Jiajun Ma and
Momtchil Peev and
Alejandro Aguado and
Vicente Martín and
Stef... |
2376923 | journals/csur/AlhakamyT20 | Real-time Illumination and Visual Coherence for Photorealistic Augmented/Mixed Reality. | A'aeshah Alhakamy, Mihran Tuceryan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 49:1-49:34 | https://dblp.org/rec/journals/csur/AlhakamyT20 | https://doi.org/10.1145/3386496 | A realistically inserted virtual object in the real-time physical environment is a desirable feature in augmented reality (AR) applications and mixed reality (MR) in general. This problem is considered a vital research area in computer graphics, a field that is experiencing ongoing discovery. The algorithms and methods... | @article{DBLP:journals/csur/AlhakamyT20,
author = {A'aeshah Alhakamy and
Mihran Tuceryan},
title = {Real-time Illumination and Visual Coherence for Photorealistic Augmented/Mixed Reality.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages ... |
2376953 | journals/csur/DeldjooSCP20 | Recommender Systems Leveraging Multimedia Content. | Yashar Deldjoo, Markus Schedl, Paolo Cremonesi, Gabriella Pasi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 106:1-106:38 | https://dblp.org/rec/journals/csur/DeldjooSCP20 | https://doi.org/10.1145/3407190 | Recommender systems have become a popular and effective means to manage the ever-increasing amount of multimedia content available today and to help users discover interesting new items. Today’s recommender systems suggest items of various media types, including audio, text, visual (images), and videos. In fact, scient... | @article{DBLP:journals/csur/DeldjooSCP20,
author = {Yashar Deldjoo and
Markus Schedl and
Paolo Cremonesi and
Gabriella Pasi},
title = {Recommender Systems Leveraging Multimedia Content.},
journal = {ACM Comput. Surv.},
volume = {53},
... |
2376982 | journals/csur/LiuB20 | Resource Management and Scheduling in Distributed Stream Processing Systems: A Taxonomy, Review, and Future Directions. | Xunyun Liu, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 50:1-50:41 | https://dblp.org/rec/journals/csur/LiuB20 | https://doi.org/10.1145/3355399 | Stream processing is an emerging paradigm to handle data streams upon arrival, powering latency-critical application such as fraud detection, algorithmic trading, and health surveillance. Though there are a variety of Distributed Stream Processing Systems (DSPSs) that facilitate the development of streaming application... | @article{DBLP:journals/csur/LiuB20,
author = {Xunyun Liu and
Rajkumar Buyya},
title = {Resource Management and Scheduling in Distributed Stream Processing Systems: A Taxonomy, Review, and Future Directions.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377046 | journals/csur/ZhuKSXLDG21 | SDN Controllers: A Comprehensive Analysis and Performance Evaluation Study. | Liehuang Zhu, Md. Monjurul Karim, Kashif Sharif, Chang Xu 0004, Fan Li 0001, Xiaojiang Du, Mohsen Guizani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 133:1-133:40 | https://dblp.org/rec/journals/csur/ZhuKSXLDG21 | https://doi.org/10.1145/3421764 | Software-defined networks offer flexible and intelligent network operations by splitting a traditional network into a centralized control plane and a programmable data plane. The controller in the control plane is the fundamental element used to manage all operations of the data plane. Hence, the performance and capabi... | @article{DBLP:journals/csur/ZhuKSXLDG21,
author = {Liehuang Zhu and
Md. Monjurul Karim and
Kashif Sharif and
Chang Xu 0004 and
Fan Li 0001 and
Xiaojiang Du and
Mohsen Guizani},
title = {SDN Contr... |
2377042 | journals/csur/ZengGBZWVCR20 | SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study. | Xuezhi Zeng, Saurabh Kumar Garg 0001, Mutaz Barika, Albert Y. Zomaya, Lizhe Wang 0001, Massimo Villari, Dan Chen 0001, Rajiv Ranjan 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 46:1-46:40 | https://dblp.org/rec/journals/csur/ZengGBZWVCR20 | https://doi.org/10.1145/3383464 | Recent years have witnessed the booming of big data analytical applications (BDAAs). This trend provides unrivaled opportunities to reveal the latent patterns and correlations embedded in the data, and thus productive decisions may be made. This was previously a grand challenge due to the notoriously high dimensionalit... | @article{DBLP:journals/csur/ZengGBZWVCR20,
author = {Xuezhi Zeng and
Saurabh Kumar Garg 0001 and
Mutaz Barika and
Albert Y. Zomaya and
Lizhe Wang 0001 and
Massimo Villari and
Dan Chen 0001 and
... |
2376993 | journals/csur/MayerJ20 | Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques, and Tools. | Ruben Mayer, Hans-Arno Jacobsen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 3:1-3:37 | https://dblp.org/rec/journals/csur/MayerJ20 | https://doi.org/10.1145/3363554 | Deep Learning (DL) has had an immense success in the recent past, leading to state-of-the-art results in various domains, such as image recognition and natural language processing. One of the reasons for this success is the increasing size of DL models and the proliferation of vast amounts of training data being availa... | @article{DBLP:journals/csur/MayerJ20,
author = {Ruben Mayer and
Hans-Arno Jacobsen},
title = {Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques, and Tools.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages =... |
2376930 | journals/csur/BeaumontCELMMST20 | Scheduling on Two Types of Resources: A Survey. | Olivier Beaumont, Louis-Claude Canon, Lionel Eyraud-Dubois, Giorgio Lucarelli, Loris Marchal, Clément Mommessin, Bertrand Simon 0001, Denis Trystram | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 56:1-56:36 | https://dblp.org/rec/journals/csur/BeaumontCELMMST20 | https://doi.org/10.1145/3387110 | The evolution in the design of modern parallel platforms leads to revisit the scheduling jobs on distributed heterogeneous resources. The goal of this survey is to present the main existing algorithms, to classify them based on their underlying principles, and to propose unified implementations to enable their fair com... | @article{DBLP:journals/csur/BeaumontCELMMST20,
author = {Olivier Beaumont and
Louis-Claude Canon and
Lionel Eyraud-Dubois and
Giorgio Lucarelli and
Loris Marchal and
Clément Mommessin and
Bertrand Simon 0... |
2376920 | journals/csur/Al-OdatAAK20 | Secure Hash Algorithms and the Corresponding FPGA Optimization Techniques. | Zeyad A. Al-Odat, Mazhar Ali, Assad Abbas, Samee U. Khan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 97:1-97:36 | https://dblp.org/rec/journals/csur/Al-OdatAAK20 | https://doi.org/10.1145/3311724 | Cryptographic hash functions are widely used primitives with a purpose to ensure the integrity of data. Hash functions are also utilized in conjunction with digital signatures to provide authentication and non-repudiation services. The SHA has been developed over time by the National Institute of Standards and Technolo... | @article{DBLP:journals/csur/Al-OdatAAK20,
author = {Zeyad A. Al-Odat and
Mazhar Ali and
Assad Abbas and
Samee U. Khan},
title = {Secure Hash Algorithms and the Corresponding FPGA Optimization Techniques.},
journal = {ACM Comput. Surv.},
vol... |
2377017 | journals/csur/Sierra-ArriagaB20 | Security Issues and Challenges for Virtualization Technologies. | Federico Sierra-Arriaga, Rodrigo Branco, Ben Lee | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 45:1-45:37 | https://dblp.org/rec/journals/csur/Sierra-ArriagaB20 | https://doi.org/10.1145/3382190 | Virtualization-based technologies have become ubiquitous in computing. While they provide an easy-to-implement platform for scalable, high-availability services, they also introduce new security issues. Traditionally, discussions on security vulnerabilities in server platforms have been focused on stand-alone (i.e., no... | @article{DBLP:journals/csur/Sierra-ArriagaB20,
author = {Federico Sierra-Arriaga and
Rodrigo Branco and
Ben Lee},
title = {Security Issues and Challenges for Virtualization Technologies.},
journal = {ACM Comput. Surv.},
volume = {53},
number = ... |
2377029 | journals/csur/WaheedHIUHU21 | Security and Privacy in IoT Using Machine Learning and Blockchain: Threats and Countermeasures. | Nazar Waheed, Xiangjian He, Muhammad Ikram 0001, Muhammad Usman 0001, Saad Sajid Hashmi, Muhammad Usman 0015 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 122:1-122:37 | https://dblp.org/rec/journals/csur/WaheedHIUHU21 | https://doi.org/10.1145/3417987 | Security and privacy of users have become significant concerns due to the involvement of the Internet of Things (IoT) devices in numerous applications. Cyber threats are growing at an explosive pace making the existing security and privacy measures inadequate. Hence, everyone on the Internet is a product for hackers. C... | @article{DBLP:journals/csur/WaheedHIUHU21,
author = {Nazar Waheed and
Xiangjian He and
Muhammad Ikram 0001 and
Muhammad Usman 0001 and
Saad Sajid Hashmi and
Muhammad Usman 0015},
title = {Security and Privacy in I... |
2376955 | journals/csur/EduSS21 | Smart Home Personal Assistants: A Security and Privacy Review. | Jide S. Edu, Jose M. Such, Guillermo Suarez-Tangil | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 116:1-116:36 | https://dblp.org/rec/journals/csur/EduSS21 | https://doi.org/10.1145/3412383 | Smart Home Personal Assistants (SPA) are an emerging innovation that is changing the means by which home users interact with technology. However, several elements expose these systems to various risks: (i) the open nature of the voice channel they use, (ii) the complexity of their architecture, (iii) the AI features th... | @article{DBLP:journals/csur/EduSS21,
author = {Jide S. Edu and
Jose M. Such and
Guillermo Suarez-Tangil},
title = {Smart Home Personal Assistants: A Security and Privacy Review.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pa... |
2376975 | journals/csur/KucukC20 | Stance Detection: A Survey. | Dilek Küçük, Fazli Can | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 12:1-12:37 | https://dblp.org/rec/journals/csur/KucukC20 | https://doi.org/10.1145/3369026 | Automatic elicitation of semantic information from natural language texts is an important research problem with many practical application areas. Especially after the recent proliferation of online content through channels such as social media sites, news portals, and forums; solutions to problems such as sentiment ana... | @article{DBLP:journals/csur/KucukC20,
author = {Dilek Küçük and
Fazli Can},
title = {Stance Detection: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {12:1--12:37},
year = {2021},
url = {https://doi.... |
2376915 | journals/csur/0001S020 | Survey on Algorithms for Self-stabilizing Overlay Networks. | Michael Feldmann 0001, Christian Scheideler, Stefan Schmid 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 74:1-74:24 | https://dblp.org/rec/journals/csur/0001S020 | https://doi.org/10.1145/3397190 | The maintenance of efficient and robust overlay networks is one of the most fundamental and reoccurring themes in networking. This article presents a survey of state-of-the-art algorithms to design and repair overlay networks in a distributed manner. In particular, we discuss basic algorithmic primitives to preserve co... | @article{DBLP:journals/csur/0001S020,
author = {Michael Feldmann 0001 and
Christian Scheideler and
Stefan Schmid 0001},
title = {Survey on Algorithms for Self-stabilizing Overlay Networks.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2377047 | journals/csur/ZimmerlingMS21 | Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services. | Marco Zimmerling, Luca Mottola, Silvia Santini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 121:1-121:39 | https://dblp.org/rec/journals/csur/ZimmerlingMS21 | https://doi.org/10.1145/3410159 | Low-power wireless communication is a central building block of cyber-physical systems and the Internet of Things. Conventional low-power wireless protocols make avoiding packet collisions a cornerstone design choice. The concept of synchronous transmissions challenges this view. As collisions are not necessarily destr... | @article{DBLP:journals/csur/ZimmerlingMS21,
author = {Marco Zimmerling and
Luca Mottola and
Silvia Santini},
title = {Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services.},
journal = {ACM Comput. Surv.},
... |
2377002 | journals/csur/PibiriV21 | Techniques for Inverted Index Compression. | Giulio Ermanno Pibiri, Rossano Venturini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 125:1-125:36 | https://dblp.org/rec/journals/csur/PibiriV21 | https://doi.org/10.1145/3415148 | The data structure at the core of large-scale search engines is the inverted index , which is essentially a collection of sorted integer sequences called inverted lists . Because of the many documents indexed by such engines and stringent performance requirements imposed by the heavy load of queries, the inverted index... | @article{DBLP:journals/csur/PibiriV21,
author = {Giulio Ermanno Pibiri and
Rossano Venturini},
title = {Techniques for Inverted Index Compression.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {125:1--125:36},
year = {2... |
2376969 | journals/csur/KaloudiL20 | The AI-Based Cyber Threat Landscape: A Survey. | Nektaria Kaloudi, Jingyue Li | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 20:1-20:34 | https://dblp.org/rec/journals/csur/KaloudiL20 | https://doi.org/10.1145/3372823 | Recent advancements in artificial intelligence (AI) technologies have induced tremendous growth in innovation and automation. Although these AI technologies offer significant benefits, they can be used maliciously. Highly targeted and evasive attacks in benign carrier applications, such as DeepLocker, have demonstrated... | @article{DBLP:journals/csur/KaloudiL20,
author = {Nektaria Kaloudi and
Jingyue Li},
title = {The AI-Based Cyber Threat Landscape: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {20:1--20:34},
year = {2021},
u... |
2376919 | journals/csur/AkpinarYT20 | The Effect of Context on Small Screen and Wearable Device Users' Performance - A Systematic Review. | Mehmet Elgin Akpinar, Yeliz Yesilada, Selim Temizer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 52:1-52:44 | https://dblp.org/rec/journals/csur/AkpinarYT20 | https://doi.org/10.1145/3386370 | Small screen and wearable devices play a key role in most of our daily tasks and activities. However, depending on the context, users can easily experience situationally induced impairments and disabilities (SIIDs). Previous studies have defined SIIDs as a new type of impairment in which an able-bodied user’s behaviour... | @article{DBLP:journals/csur/AkpinarYT20,
author = {Mehmet Elgin Akpinar and
Yeliz Yesilada and
Selim Temizer},
title = {The Effect of Context on Small Screen and Wearable Device Users' Performance - A Systematic Review.},
journal = {ACM Comput. Surv.},
volum... |
2376914 | journals/csur/0001DYL020 | The Future of False Information Detection on Social Media: New Perspectives and Trends. | Bin Guo 0001, Yasan Ding, Lina Yao 0001, Yunji Liang, Zhiwen Yu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 68:1-68:36 | https://dblp.org/rec/journals/csur/0001DYL020 | https://doi.org/10.1145/3393880 | The massive spread of false information on social media has become a global risk, implicitly influencing public opinion and threatening social/political development. False information detection (FID) has thus become a surging research topic in recent years. As a promising and rapidly developing research field, we find ... | @article{DBLP:journals/csur/0001DYL020,
author = {Bin Guo 0001 and
Yasan Ding and
Lina Yao 0001 and
Yunji Liang and
Zhiwen Yu 0001},
title = {The Future of False Information Detection on Social Media: New Perspectives and Trends.},... |
2377008 | journals/csur/Randal20 | The Ideal Versus the Real: Revisiting the History of Virtual Machines and Containers. | Allison Randal | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 5:1-5:31 | https://dblp.org/rec/journals/csur/Randal20 | https://doi.org/10.1145/3365199 | The common perception in both academic literature and industry today is that virtual machines offer better security, whereas containers offer better performance. However, a detailed review of the history of these technologies and the current threats they face reveals a different story. This survey covers key developmen... | @article{DBLP:journals/csur/Randal20,
author = {Allison Randal},
title = {The Ideal Versus the Real: Revisiting the History of Virtual Machines and Containers.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {1},
pages = {5:1--5:31},
year = {2021},
u... |
2376965 | journals/csur/HeldensHWMBN20 | The Landscape of Exascale Research: A Data-Driven Literature Analysis. | Stijn Heldens, Pieter Hijma, Ben van Werkhoven, Jason Maassen, Adam S. Z. Belloum, Rob van Nieuwpoort | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 23:1-23:43 | https://dblp.org/rec/journals/csur/HeldensHWMBN20 | https://doi.org/10.1145/3372390 | . Tremendous amounts of work have been invested into identifying and overcoming the challenges of the exascale era. In this work, we present an overview of these efforts and provide insight into the important trends, developments, and exciting research opportunities in exascale computing. We use a three-stage approach ... | @article{DBLP:journals/csur/HeldensHWMBN20,
author = {Stijn Heldens and
Pieter Hijma and
Ben van Werkhoven and
Jason Maassen and
Adam S. Z. Belloum and
Rob van Nieuwpoort},
title = {The Landscape of Exascale Resea... |
2376949 | journals/csur/CosciaGMN21 | The Node Vector Distance Problem in Complex Networks. | Michele Coscia, Andres Gomez-Lievano, James McNerney, Frank Neffke | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 124:1-124:27 | https://dblp.org/rec/journals/csur/CosciaGMN21 | https://doi.org/10.1145/3416509 | We describe a problem in complex networks we call the Node Vector Distance (NVD) problem, and we survey algorithms currently able to address it. Complex networks are a useful tool to map a non-trivial set of relationships among connected entities, or nodes. An agent—e.g., a disease—can occupy multiple nodes at the same... | @article{DBLP:journals/csur/CosciaGMN21,
author = {Michele Coscia and
Andres Gomez-Lievano and
James McNerney and
Frank Neffke},
title = {The Node Vector Distance Problem in Complex Networks.},
journal = {ACM Comput. Surv.},
volume = ... |
2376944 | journals/csur/CherubinA20 | Tools for Reduced Precision Computation: A Survey. | Stefano Cherubin, Giovanni Agosta | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 33:1-33:35 | https://dblp.org/rec/journals/csur/CherubinA20 | https://doi.org/10.1145/3381039 | The use of reduced precision to improve performance metrics such as computation latency and power consumption is a common practice in the embedded systems field. This practice is emerging as a new trend in High Performance Computing (HPC), especially when new error-tolerant applications are considered. However, standar... | @article{DBLP:journals/csur/CherubinA20,
author = {Stefano Cherubin and
Giovanni Agosta},
title = {Tools for Reduced Precision Computation: A Survey.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {2},
pages = {33:1--33:35},
year = {... |
2376956 | journals/csur/EllavarasonGDSC21 | Touch-dynamics based Behavioural Biometrics on Mobile Devices - A Review from a Usability and Performance Perspective. | Elakkiya Ellavarason, Richard M. Guest, Farzin Deravi, Raul Sánchez-Reillo, Barbara Corsetti | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 120:1-120:36 | https://dblp.org/rec/journals/csur/EllavarasonGDSC21 | https://doi.org/10.1145/3394713 | Over the past few years, there has been an exponential increase in the percentage of people owning and using a smart phone. These devices have sensor-rich touchscreens that can capture sensitive biometric features such as keystroke typing and finger-swiping patterns. Touch-dynamics based behavioural biometrics is a tim... | @article{DBLP:journals/csur/EllavarasonGDSC21,
author = {Elakkiya Ellavarason and
Richard M. Guest and
Farzin Deravi and
Raul Sánchez-Reillo and
Barbara Corsetti},
title = {Touch-dynamics based Behavioural Biometrics on Mobile Devi... |
2376970 | journals/csur/KannengiesserLD20 | Trade-offs between Distributed Ledger Technology Characteristics. | Niclas Kannengießer, Sebastian Lins, Tobias Dehling, Ali Sunyaev | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 42:1-42:37 | https://dblp.org/rec/journals/csur/KannengiesserLD20 | https://doi.org/10.1145/3379463 | because it is hard to change the underlying DLT design post hoc. To facilitate the selection of suitable DLT designs, we review DLT characteristics and identify trade-offs between them. Furthermore, we assess how DLT designs account for these trade-offs and we develop archetypes for DLT designs that cater to specific r... | @article{DBLP:journals/csur/KannengiesserLD20,
author = {Niclas Kannengießer and
Sebastian Lins and
Tobias Dehling and
Ali Sunyaev},
title = {Trade-offs between Distributed Ledger Technology Characteristics.},
journal = {ACM Comput. Surv.},
... |
2377039 | journals/csur/YounesB20 | Traffic Efficiency Applications over Downtown Roads: A New Challenge for Intelligent Connected Vehicles. | Maram Bani Younes, Azzedine Boukerche | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 102:1-102:30 | https://dblp.org/rec/journals/csur/YounesB20 | https://doi.org/10.1145/3403952 | Vehicular network technology is frequently used to provide several services and applications for drivers on road networks. The proposed applications in the environment of road networks are classified into three main categories based on their functions: safety, traffic efficiency, and entertainment. The traffic efficien... | @article{DBLP:journals/csur/YounesB20,
author = {Maram Bani Younes and
Azzedine Boukerche},
title = {Traffic Efficiency Applications over Downtown Roads: A New Challenge for Intelligent Connected Vehicles.},
journal = {ACM Comput. Surv.},
volume = {53},
number =... |
2377024 | journals/csur/TuranV21 | Trust in FPGA-accelerated Cloud Computing. | Furkan Turan, Ingrid Verbauwhede | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 128:1-128:28 | https://dblp.org/rec/journals/csur/TuranV21 | https://doi.org/10.1145/3419100 | Platforms combining Central Processing Systems (CPUs) with Field Programmable Gate Arrays (FPGAs) have become popular, as they promise high performance with energy efficiency. This is the result of the combination of FPGA accelerators tuned to the application, with the CPU providing the programming flexibility. Unfortu... | @article{DBLP:journals/csur/TuranV21,
author = {Furkan Turan and
Ingrid Verbauwhede},
title = {Trust in FPGA-accelerated Cloud Computing.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {128:1--128:28},
year = {2021},
u... |
2376938 | journals/csur/Calvo-ZaragozaH20 | Understanding Optical Music Recognition. | Jorge Calvo-Zaragoza, Jan Hajic Jr., Alexander Pacha | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 77:1-77:35 | https://dblp.org/rec/journals/csur/Calvo-ZaragozaH20 | https://doi.org/10.1145/3397499 | For over 50 years, researchers have been trying to teach computers to read music notation, referred to as Optical Music Recognition (OMR). However, this field is still difficult to access for new researchers, especially those without a significant musical background: Few introductory materials are available, and, furth... | @article{DBLP:journals/csur/Calvo-ZaragozaH20,
author = {Jorge Calvo-Zaragoza and
Jan Hajic Jr. and
Alexander Pacha},
title = {Understanding Optical Music Recognition.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {4},
pages ... |
2376936 | journals/csur/BuLYCLLR20 | Unveiling the Mystery of Internet Packet Forwarding: A Survey of Network Path Validation. | Kai Bu, Avery Laird, Yutian Yang, Linfeng Cheng, Jiaqing Luo, Yingjiu Li, Kui Ren 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 104:1-104:34 | https://dblp.org/rec/journals/csur/BuLYCLLR20 | https://doi.org/10.1145/3409796 | Validating the network paths taken by packets is critical in constructing a secure Internet architecture. Any feasible solution must both enforce packet forwarding along end-host specified paths and verify whether packets have taken those paths. However, the current Internet supports neither enforcement nor verificatio... | @article{DBLP:journals/csur/BuLYCLLR20,
author = {Kai Bu and
Avery Laird and
Yutian Yang and
Linfeng Cheng and
Jiaqing Luo and
Yingjiu Li and
Kui Ren 0001},
title = {Unveiling the Mystery of Inte... |
2377018 | journals/csur/SkaikI21 | Using Social Media for Mental Health Surveillance: A Review. | Ruba Skaik, Diana Inkpen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 129:1-129:31 | https://dblp.org/rec/journals/csur/SkaikI21 | https://doi.org/10.1145/3422824 | Data on social media contain a wealth of user information. Big data research of social media data may also support standard surveillance approaches and provide decision-makers with usable information. These data can be analyzed using Natural Language Processing (NLP) and Machine Learning (ML) techniques to detect signs... | @article{DBLP:journals/csur/SkaikI21,
author = {Ruba Skaik and
Diana Inkpen},
title = {Using Social Media for Mental Health Surveillance: A Review.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {129:1--129:31},
year = {... |
2377019 | journals/csur/SousaBL20 | Vehicle Trajectory Similarity: Models, Methods, and Applications. | Roniel S. de Sousa, Azzedine Boukerche, Antonio A. F. Loureiro | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 94:1-94:32 | https://dblp.org/rec/journals/csur/SousaBL20 | https://doi.org/10.1145/3406096 | The increasing availability of vehicular trajectory data is at the core of smart mobility solutions. Such data offer us unprecedented information for the development of trajectory data mining-based applications. An essential task of trajectory analysis is the employment of efficient and accurate methods to compare traj... | @article{DBLP:journals/csur/SousaBL20,
author = {Roniel S. de Sousa and
Azzedine Boukerche and
Antonio A. F. Loureiro},
title = {Vehicle Trajectory Similarity: Models, Methods, and Applications.},
journal = {ACM Comput. Surv.},
volume = {53},
number ... |
2376998 | journals/csur/PatilP20 | Visual Question Generation: The State of the Art. | Charulata Patil, Manasi Patwardhan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 47:1-47:22 | https://dblp.org/rec/journals/csur/PatilP20 | https://doi.org/10.1145/3383465 | Visual question generation (VQG) is an interesting problem that has recently received attention. The task of VQG involves generating meaningful questions based on the input image. It is a multi-modal problem involving image understanding and natural language generation, especially using deep learning methods. VQG can b... | @article{DBLP:journals/csur/PatilP20,
author = {Charulata Patil and
Manasi Patwardhan},
title = {Visual Question Generation: The State of the Art.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {3},
pages = {47:1--47:22},
year = {202... |
2376954 | journals/csur/Denning21 | Working Set Analytics. | Peter J. Denning | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,021 | unknown | 113:1-113:36 | https://dblp.org/rec/journals/csur/Denning21 | https://doi.org/10.1145/3399709 | The working set model for program behavior was invented in 1965. It has stood the test of time in virtual memory management for over 50 years. It is considered the ideal for managing memory in operating systems and caches. Its superior performance was based on the principle of locality, which was discovered at the same... | @article{DBLP:journals/csur/Denning21,
author = {Peter J. Denning},
title = {Working Set Analytics.},
journal = {ACM Comput. Surv.},
volume = {53},
number = {6},
pages = {113:1--113:36},
year = {2021},
url = {https://doi.org/10.1145/3399709},
doi ... |
1887596 | journals/csur/JuarezSB22 | A Comprehensive Review and a Taxonomy Proposal of Team Formation Problems. | Julio Juárez, Cipriano (Pano) Santos, Carlos A. Brizuela | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 153:1-153:33 | https://dblp.org/rec/journals/csur/JuarezSB22 | https://doi.org/10.1145/3465399 | With a growing interest in high-performing work teams and how to form them, a new computational challenge, denominated Team Formation Problem (TFP), has emerged. After almost two decades of research on this problem, many works continue to raise particular conceptions of what a TFP is. Any new practitioner, unfamiliar w... | @article{DBLP:journals/csur/JuarezSB22,
author = {Julio Juárez and
Cipriano (Pano) Santos and
Carlos A. Brizuela},
title = {A Comprehensive Review and a Taxonomy Proposal of Team Formation Problems.},
journal = {ACM Comput. Surv.},
volume = {54},
num... |
1887672 | journals/csur/RenXCHLCW21 | A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. | Pengzhen Ren, Yun Xiao, Xiaojun Chang, Poyao Huang 0001, Zhihui Li 0001, Xiaojiang Chen, Xin Wang 0004 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 76:1-76:34 | https://dblp.org/rec/journals/csur/RenXCHLCW21 | https://doi.org/10.1145/3447582 | Deep learning has made substantial breakthroughs in many fields due to its powerful automatic representation capabilities. It has been proven that neural architecture design is crucial to the feature representation of data and the final performance. However, the design of the neural architecture heavily relies on the r... | @article{DBLP:journals/csur/RenXCHLCW21,
author = {Pengzhen Ren and
Yun Xiao and
Xiaojun Chang and
Poyao Huang 0001 and
Zhihui Li 0001 and
Xiaojiang Chen and
Xin Wang 0004},
title = {A Comprehens... |
1887724 | journals/csur/YinZH21 | A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions. | Xuefei Yin, Yanming Zhu 0001, Jiankun Hu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 131:1-131:36 | https://dblp.org/rec/journals/csur/YinZH21 | https://doi.org/10.1145/3460427 | The past four years have witnessed the rapid development of federated learning (FL). However, new privacy concerns have also emerged during the aggregation of the distributed intermediate results. The emerging privacy-preserving FL (PPFL) has been heralded as a solution to generic privacy-preserving machine learning. H... | @article{DBLP:journals/csur/YinZH21,
author = {Xuefei Yin and
Yanming Zhu 0001 and
Jiankun Hu},
title = {A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions.},
journal = {ACM Comput. Surv.},
volume ... |
1887553 | journals/csur/DaoTTTBC22 | A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective. | Nhu-Ngoc Dao, Anh-Tien Tran, Ngo Hoang Tu, Tran Thien Thanh, Vo Nguyen Quoc Bao, Sungrae Cho | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 202:1-202:38 | https://dblp.org/rec/journals/csur/DaoTTTBC22 | https://doi.org/10.1145/3519552 | Live video streaming services have experienced significant growth since the emergence of social networking paradigms in recent years. In this scenario, adaptive bitrate streaming communications transmitted on web protocols provide a convenient and cost-efficient facility to serve various multimedia platforms over the I... | @article{DBLP:journals/csur/DaoTTTBC22,
author = {Nhu-Ngoc Dao and
Anh-Tien Tran and
Ngo Hoang Tu and
Tran Thien Thanh and
Vo Nguyen Quoc Bao and
Sungrae Cho},
title = {A Contemporary Survey on Live Video Streamin... |
1887603 | journals/csur/KietzmannSW21 | A Guideline on Pseudorandom Number Generation (PRNG) in the IoT. | Peter Kietzmann, Thomas C. Schmidt, Matthias Wählisch | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 112:1-112:38 | https://dblp.org/rec/journals/csur/KietzmannSW21 | https://doi.org/10.1145/3453159 | Random numbers are an essential input to many functions on the Internet of Things (IoT). Common use cases of randomness range from low-level packet transmission to advanced algorithms of artificial intelligence as well as security and trust, which heavily rely on unpredictable random sources. In the constrained IoT, th... | @article{DBLP:journals/csur/KietzmannSW21,
author = {Peter Kietzmann and
Thomas C. Schmidt and
Matthias Wählisch},
title = {A Guideline on Pseudorandom Number Generation (PRNG) in the IoT.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887626 | journals/csur/MampageKB22 | A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions. | Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 222:1-222:36 | https://dblp.org/rec/journals/csur/MampageKB22 | https://doi.org/10.1145/3510412 | Serverless computing has emerged as an attractive deployment option for cloud applications in recent times. The unique features of this computing model include rapid auto-scaling, strong isolation, fine-grained billing options, and access to a massive service ecosystem, which autonomously handles resource management de... | @article{DBLP:journals/csur/MampageKB22,
author = {Anupama Mampage and
Shanika Karunasekera and
Rajkumar Buyya},
title = {A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions.},
journal = {ACM Comput. Surv... |
1887695 | journals/csur/Sosa-HernandezM21 | A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities. | Víctor Adrián Sosa-Hernández, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Herrera | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 18:1-18:38 | https://dblp.org/rec/journals/csur/Sosa-HernandezM21 | https://doi.org/10.1145/3429739 | Experts from different domains have resorted to machine learning techniques to produce explainable models that support decision-making. Among existing techniques, decision trees have been useful in many application domains for classification. Decision trees can make decisions in a language that is closer to that of the... | @article{DBLP:journals/csur/Sosa-HernandezM21,
author = {Víctor Adrián Sosa-Hernández and
Raúl Monroy and
Miguel Angel Medina-Pérez and
Octavio Loyola-González and
Francisco Herrera},
title = {A Practical Tutorial for Decision Tree... |
1887716 | journals/csur/WardJLGB22 | A Practical Tutorial on Graph Neural Networks. | Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Yulan Guo, Mohammed Bennamoun | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 205:1-205:35 | https://dblp.org/rec/journals/csur/WardJLGB22 | https://doi.org/10.1145/3503043 | Graph neural networks (GNNs) have recently grown in popularity in the field of artificial intelligence (AI) due to their unique ability to ingest relatively unstructured data types as input data. Although some elements of the GNN architecture are conceptually similar in operation to traditional neural networks (and neu... | @article{DBLP:journals/csur/WardJLGB22,
author = {Isaac Ronald Ward and
Jack Joyner and
Casey Lickfold and
Yulan Guo and
Mohammed Bennamoun},
title = {A Practical Tutorial on Graph Neural Networks.},
journal = {ACM Comput. S... |
1887525 | journals/csur/Blazquez-Garcia21 | A Review on Outlier/Anomaly Detection in Time Series Data. | Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 56:1-56:33 | https://dblp.org/rec/journals/csur/Blazquez-Garcia21 | https://doi.org/10.1145/3444690 | Recent advances in technology have brought major breakthroughs in data collection, enabling a large amount of data to be gathered over time and thus generating time series. Mining this data has become an important task for researchers and practitioners in the past few years, including the detection of outliers or anoma... | @article{DBLP:journals/csur/Blazquez-Garcia21,
author = {Ane Blázquez-García and
Angel Conde and
Usue Mori and
José Antonio Lozano 0001},
title = {A Review on Outlier/Anomaly Detection in Time Series Data.},
journal = {ACM Comput. Surv.},
v... |
1887616 | journals/csur/LiuXC22 | A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games. | Shengmei Liu, Xiaokun Xu, Mark Claypool | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 243:1-243:34 | https://dblp.org/rec/journals/csur/LiuXC22 | https://doi.org/10.1145/3519023 | Computer games, one of the most popular forms of entertainment in the world, are increasingly online multiplayer, connecting geographically dispersed players in the same virtual world over a network. Network latency between players and the server can decrease responsiveness and increase inconsistency across players, de... | @article{DBLP:journals/csur/LiuXC22,
author = {Shengmei Liu and
Xiaokun Xu and
Mark Claypool},
title = {A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887563 | journals/csur/DunneMH21 | A Survey of Ambient Intelligence. | Rob Dunne, Tim Morris 0001, Simon Harper | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 73:1-73:27 | https://dblp.org/rec/journals/csur/DunneMH21 | https://doi.org/10.1145/3447242 | Ambient Intelligence (AmI) is the application and embedding of artificial intelligence into everyday environments to seamlessly provide assistive and predictive support in a multitude of scenarios via an invisible user interface. These can be as diverse as autonomous vehicles, smart homes, industrial settings, and heal... | @article{DBLP:journals/csur/DunneMH21,
author = {Rob Dunne and
Tim Morris 0001 and
Simon Harper},
title = {A Survey of Ambient Intelligence.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages = {73:1--73:27},
year ... |
1887632 | journals/csur/McBroomKY22 | A Survey of Automated Programming Hint Generation: The HINTS Framework. | Jessica McBroom, Irena Koprinska, Kalina Yacef | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 172:1-172:27 | https://dblp.org/rec/journals/csur/McBroomKY22 | https://doi.org/10.1145/3469885 | Automated tutoring systems offer the flexibility and scalability necessary to facilitate the provision of high-quality and universally accessible programming education. To realise the potential of these systems, recent work has proposed a diverse range of techniques for automatically generating feedback in the form of ... | @article{DBLP:journals/csur/McBroomKY22,
author = {Jessica McBroom and
Irena Koprinska and
Kalina Yacef},
title = {A Survey of Automated Programming Hint Generation: The HINTS Framework.},
journal = {ACM Comput. Surv.},
volume = {54},
number = ... |
1887578 | journals/csur/HaqC21 | A Survey of Binary Code Similarity. | Irfan Ul Haq, Juan Caballero | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 51:1-51:38 | https://dblp.org/rec/journals/csur/HaqC21 | https://doi.org/10.1145/3446371 | Binary code similarityapproaches compare two or more pieces of binary code to identify their similarities and differences. The ability to compare binary code enables many real-world applications on scenarios where source code may not be available such as patch analysis, bug search, and malware detection and analysis. O... | @article{DBLP:journals/csur/HaqC21,
author = {Irfan Ul Haq and
Juan Caballero},
title = {A Survey of Binary Code Similarity.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages = {51:1--51:38},
year = {2022},
url = {... |
1887673 | journals/csur/RenXCHLGCW22 | A Survey of Deep Active Learning. | Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang 0001, Zhihui Li 0001, Brij B. Gupta, Xiaojiang Chen, Xin Wang 0004 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 180:1-180:40 | https://dblp.org/rec/journals/csur/RenXCHLGCW22 | https://doi.org/10.1145/3472291 | Active learning (AL) attempts to maximize a model’s performance gain while annotating the fewest samples possible. Deep learning (DL) is greedy for data and requires a large amount of data supply to optimize a massive number of parameters if the model is to learn how to extract high-quality features. In recent years, d... | @article{DBLP:journals/csur/RenXCHLGCW22,
author = {Pengzhen Ren and
Yun Xiao and
Xiaojun Chang and
Po-Yao Huang 0001 and
Zhihui Li 0001 and
Brij B. Gupta and
Xiaojiang Chen and
Xin Wang... |
1887524 | journals/csur/BertolinoBAGKMO21 | A Survey of Field-based Testing Techniques. | Antonia Bertolino, Pietro Braione, Guglielmo De Angelis, Luca Gazzola, Fitsum Meshesha Kifetew, Leonardo Mariani, Matteo Orrù, Mauro Pezzè, Roberto Pietrantuono, Stefano Russo 0001, Paolo Tonella | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 92:1-92:39 | https://dblp.org/rec/journals/csur/BertolinoBAGKMO21 | https://doi.org/10.1145/3447240 | Field testing refers to testing techniques that operate in the field to reveal those faults that escape in-house testing. Field testing techniques are becoming increasingly popular with the growing complexity of contemporary software systems. In this article, we present the first systematic survey of field testing appr... | @article{DBLP:journals/csur/BertolinoBAGKMO21,
author = {Antonia Bertolino and
Pietro Braione and
Guglielmo De Angelis and
Luca Gazzola and
Fitsum Meshesha Kifetew and
Leonardo Mariani and
Matteo Orrù and... |
1887738 | journals/csur/ZhouXTZ21 | A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances. | Fan Zhou 0002, Xovee Xu, Goce Trajcevski, Kunpeng Zhang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 27:1-27:36 | https://dblp.org/rec/journals/csur/ZhouXTZ21 | https://doi.org/10.1145/3433000 | The deluge of digital information in our daily life—from user-generated content, such as microblogs and scientific papers, to online business, such as viral marketing and advertising—offers unprecedented opportunities to explore and exploit the trajectories and structures of the evolution of information cascades. Abund... | @article{DBLP:journals/csur/ZhouXTZ21,
author = {Fan Zhou 0002 and
Xovee Xu and
Goce Trajcevski and
Kunpeng Zhang 0001},
title = {A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances.},
journal = {ACM Comput. Sur... |
1887725 | journals/csur/YuZLHWJJ22 | A Survey of Knowledge-enhanced Text Generation. | Wenhao Yu 0002, Chenguang Zhu 0001, Zaitang Li, Zhiting Hu, Qingyun Wang 0005, Heng Ji 0001, Meng Jiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 227:1-227:38 | https://dblp.org/rec/journals/csur/YuZLHWJJ22 | https://doi.org/10.1145/3512467 | The goal of text-to-text generation is to make machines express like a human in many applications such as conversation, summarization, and translation. It is one of the most important yet challenging tasks in natural language processing (NLP). Various neural encoder-decoder models have been proposed to achieve the goal... | @article{DBLP:journals/csur/YuZLHWJJ22,
author = {Wenhao Yu 0002 and
Chenguang Zhu 0001 and
Zaitang Li and
Zhiting Hu and
Qingyun Wang 0005 and
Heng Ji 0001 and
Meng Jiang 0001},
title = {A Surve... |
1887620 | journals/csur/LouZJZ21 | A Survey of Microarchitectural Side-channel Vulnerabilities, Attacks, and Defenses in Cryptography. | Xiaoxuan Lou, Tianwei Zhang 0004, Jun Jiang, Yinqian Zhang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 122:1-122:37 | https://dblp.org/rec/journals/csur/LouZJZ21 | https://doi.org/10.1145/3456629 | Side-channel attacks have become a severe threat to the confidentiality of computer applications and systems. One popular type of such attacks is the microarchitectural attack, where the adversary exploits the hardware features to break the protection enforced by the operating system and steal the secrets from the prog... | @article{DBLP:journals/csur/LouZJZ21,
author = {Xiaoxuan Lou and
Tianwei Zhang 0004 and
Jun Jiang and
Yinqian Zhang},
title = {A Survey of Microarchitectural Side-channel Vulnerabilities, Attacks, and Defenses in Cryptography.},
journal = {AC... |
1887613 | journals/csur/LimaSM22 | A Survey of Music Visualization Techniques. | Hugo Brito Lima, Carlos Gustavo Resque dos Santos, Bianchi Serique Meiguins | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 143:1-143:29 | https://dblp.org/rec/journals/csur/LimaSM22 | https://doi.org/10.1145/3461835 | Music Information Research (MIR) comprises all the research topics involved in modeling and understanding music. Visualizations are frequently adopted to convey better understandings about music pieces, and the association of music with visual elements has been practiced historically and extensively. We investigated pa... | @article{DBLP:journals/csur/LimaSM22,
author = {Hugo Brito Lima and
Carlos Gustavo Resque dos Santos and
Bianchi Serique Meiguins},
title = {A Survey of Music Visualization Techniques.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7... |
1887694 | journals/csur/SongLOPP21 | A Survey of Nature-Inspired Computing: Membrane Computing. | Bosheng Song, Kenli Li 0001, David Orellana-Martín, Mario J. Pérez-Jiménez, Ignacio Pérez-Hurtado | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 22:1-22:31 | https://dblp.org/rec/journals/csur/SongLOPP21 | https://doi.org/10.1145/3431234 | Nature-inspired computing is a type of human-designed computing motivated by nature, which is based on the employ of paradigms, mechanisms, and principles underlying natural systems. In this article, a versatile and vigorous bio-inspired branch of natural computing, named membrane computing is discussed. This computing... | @article{DBLP:journals/csur/SongLOPP21,
author = {Bosheng Song and
Kenli Li 0001 and
David Orellana-Martín and
Mario J. Pérez-Jiménez and
Ignacio Pérez-Hurtado},
title = {A Survey of Nature-Inspired Computing: Membrane Computing.},... |
1887540 | journals/csur/CharlesM21 | A Survey of Network-on-Chip Security Attacks and Countermeasures. | Subodha Charles, Prabhat Mishra 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 101:1-101:36 | https://dblp.org/rec/journals/csur/CharlesM21 | https://doi.org/10.1145/3450964 | With the advances of chip manufacturing technologies, computer architects have been able to integrate an increasing number of processors and other heterogeneous components on the same chip. Network-on-Chip (NoC) is widely employed by multicore System-on-Chip (SoC) architectures to cater to their communication requireme... | @article{DBLP:journals/csur/CharlesM21,
author = {Subodha Charles and
Prabhat Mishra 0001},
title = {A Survey of Network-on-Chip Security Attacks and Countermeasures.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {5},
pages = {101:1--101:36},... |
1887722 | journals/csur/YadavAVV22 | A Survey of Oblivious Transfer Protocol. | Vijay Kumar Yadav 0003, Nitish Andola, Shekhar Verma, S. Venkatesan 0002 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 211:1-211:37 | https://dblp.org/rec/journals/csur/YadavAVV22 | https://doi.org/10.1145/3503045 | Oblivious transfer (OT) protocol is an essential tool in cryptography that provides a wide range of applications such as secure multi-party computation, private information retrieval, private set intersection, contract signing, and privacy-preserving location-based services. The OT protocol has different variants such ... | @article{DBLP:journals/csur/YadavAVV22,
author = {Vijay Kumar Yadav 0003 and
Nitish Andola and
Shekhar Verma and
S. Venkatesan 0002},
title = {A Survey of Oblivious Transfer Protocol.},
journal = {ACM Comput. Surv.},
volume = {54},
... |
1887665 | journals/csur/ParkLR22 | A Survey of Parametric Static Analysis. | Jihyeok Park, Hongki Lee, Sukyoung Ryu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 149:1-149:37 | https://dblp.org/rec/journals/csur/ParkLR22 | https://doi.org/10.1145/3464457 | Understanding program behaviors is important to verify program properties or to optimize programs. Static analysis is a widely used technique to approximate program behaviors via abstract interpretation. To evaluate the quality of static analysis, researchers have used three metrics: performance, precision, and soundne... | @article{DBLP:journals/csur/ParkLR22,
author = {Jihyeok Park and
Hongki Lee and
Sukyoung Ryu},
title = {A Survey of Parametric Static Analysis.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7},
pages = {149:1--149:37},
ye... |
1887555 | journals/csur/DelgadoSantosSTGDV22 | A Survey of Privacy Vulnerabilities of Mobile Device Sensors. | Paula Delgado-Santos, Giuseppe Stragapede, Ruben Tolosana, Richard M. Guest, Farzin Deravi, Rubén Vera-Rodríguez | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 224:1-224:30 | https://dblp.org/rec/journals/csur/DelgadoSantosSTGDV22 | https://doi.org/10.1145/3510579 | The number of mobile devices, such as smartphones and smartwatches, is relentlessly increasing, to almost 6.8 billion by 2022, and along with it, the amount of personal and sensitive data captured by them. This survey overviews the state of the art of what personal and sensitive user attributes can be extracted from mo... | @article{DBLP:journals/csur/DelgadoSantosSTGDV22,
author = {Paula Delgado-Santos and
Giuseppe Stragapede and
Ruben Tolosana and
Richard M. Guest and
Farzin Deravi and
Rubén Vera-Rodríguez},
title = {A Survey of Pr... |
1887661 | journals/csur/Padakandla21 | A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments. | Sindhu Padakandla | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 127:1-127:25 | https://dblp.org/rec/journals/csur/Padakandla21 | https://doi.org/10.1145/3459991 | Reinforcement learning (RL) algorithms find applications in inventory control, recommender systems, vehicular traffic management, cloud computing, and robotics. The real-world complications arising in these domains makes them difficult to solve with the basic assumptions underlying classical RL algorithms. RL agents in... | @article{DBLP:journals/csur/Padakandla21,
author = {Sindhu Padakandla},
title = {A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {6},
pages = {127:1--127:25},
year = {2... |
1887707 | journals/csur/TolmachLLLL22 | A Survey of Smart Contract Formal Specification and Verification. | Palina Tolmach, Yi Li 0008, Shangwei Lin 0001, Yang Liu 0003, Zengxiang Li | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 148:1-148:38 | https://dblp.org/rec/journals/csur/TolmachLLLL22 | https://doi.org/10.1145/3464421 | A smart contract is a computer program that allows users to automate their actions on the blockchain platform. Given the significance of smart contracts in supporting important activities across industry sectors including supply chain, finance, legal, and medical services, there is a strong demand for verification and ... | @article{DBLP:journals/csur/TolmachLLLL22,
author = {Palina Tolmach and
Yi Li 0008 and
Shangwei Lin 0001 and
Yang Liu 0003 and
Zengxiang Li},
title = {A Survey of Smart Contract Formal Specification and Verification.},
journal ... |
1887543 | journals/csur/ChenJ21 | A Survey of Software Log Instrumentation. | Boyuan Chen 0002, Zhen Ming (Jack) Jiang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 90:1-90:34 | https://dblp.org/rec/journals/csur/ChenJ21 | https://doi.org/10.1145/3448976 | Log messages have been used widely in many software systems for a variety of purposes during software development and field operation. There are two phases in software logging: log instrumentation and log management. Log instrumentation refers to the practice that developers insert logging code into source code to reco... | @article{DBLP:journals/csur/ChenJ21,
author = {Boyuan Chen 0002 and
Zhen Ming (Jack) Jiang},
title = {A Survey of Software Log Instrumentation.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages = {90:1--90:34},
year = {2022},... |
1887587 | journals/csur/HuangKZZG21 | A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools. | Huawei Huang, Wei Kong, Sicong Zhou, Zibin Zheng, Song Guo 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 44:1-44:42 | https://dblp.org/rec/journals/csur/HuangKZZG21 | https://doi.org/10.1145/3441692 | To draw a roadmap of current research activities of the blockchain community, we first conduct a brief overview of state-of-the-art blockchain surveys published in the past 5 years. We found that those surveys are basically studying the blockchain-based applications, such as blockchain-assisted Internet of Things (IoT)... | @article{DBLP:journals/csur/HuangKZZG21,
author = {Huawei Huang and
Wei Kong and
Sicong Zhou and
Zibin Zheng and
Song Guo 0001},
title = {A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools.},
journal ... |
1887604 | journals/csur/KoralaGJY22 | A Survey of Techniques for Fulfilling the Time-Bound Requirements of Time-Sensitive IoT Applications. | Harindu Korala, Dimitrios Georgakopoulos 0001, Prem Prakash Jayaraman, Ali Yavari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 228:1-228:36 | https://dblp.org/rec/journals/csur/KoralaGJY22 | https://doi.org/10.1145/3510411 | This article surveys existing techniques for meeting the time-bound requirements of time-sensitive applications in the Internet of Things (IoT). To provide the foundation for identifying and classifying relevant techniques, we present three sample time-sensitive IoT applications and their time-bound requirements, descr... | @article{DBLP:journals/csur/KoralaGJY22,
author = {Harindu Korala and
Dimitrios Georgakopoulos 0001 and
Prem Prakash Jayaraman and
Ali Yavari},
title = {A Survey of Techniques for Fulfilling the Time-Bound Requirements of Time-Sensitive IoT Applicat... |
1887499 | journals/csur/AbukmeilFGPS21 | A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning. | Mohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 99:1-99:40 | https://dblp.org/rec/journals/csur/AbukmeilFGPS21 | https://doi.org/10.1145/3450963 | For more than a century, the methods for data representation and the exploration of the intrinsic structures of data have developed remarkably and consist of supervised and unsupervised methods. However, recent years have witnessed the flourishing of big data, where typical dataset dimensions are high and the data can ... | @article{DBLP:journals/csur/AbukmeilFGPS21,
author = {Mohanad Abukmeil and
Stefano Ferrari and
Angelo Genovese and
Vincenzo Piuri and
Fabio Scotti},
title = {A Survey of Unsupervised Generative Models for Exploratory Data Analysis ... |
1887615 | journals/csur/LiuWRHZ22 | A Survey on Active Deep Learning: From Model Driven to Data Driven. | Peng Liu 0024, Lizhe Wang 0001, Rajiv Ranjan 0001, Guojin He, Lei Zhao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 221:1-221:34 | https://dblp.org/rec/journals/csur/LiuWRHZ22 | https://doi.org/10.1145/3510414 | Which samples should be labelled in a large dataset is one of the most important problems for the training of deep learning. So far, a variety of active sample selection strategies related to deep learning have been proposed in the literature. We defined them as Active Deep Learning (ADL) only if their predictor or sel... | @article{DBLP:journals/csur/LiuWRHZ22,
author = {Peng Liu 0024 and
Lizhe Wang 0001 and
Rajiv Ranjan 0001 and
Guojin He and
Lei Zhao},
title = {A Survey on Active Deep Learning: From Model Driven to Data Driven.},
journal = {... |
1887554 | journals/csur/DeldjooNM21 | A Survey on Adversarial Recommender Systems: From Attack/Defense Strategies to Generative Adversarial Networks. | Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 35:1-35:38 | https://dblp.org/rec/journals/csur/DeldjooNM21 | https://doi.org/10.1145/3439729 | Latent-factor models (LFM) based on collaborative filtering (CF), such as matrix factorization (MF) and deep CF methods, are widely used in modern recommender systems (RS) due to their excellent performance and recommendation accuracy. However, success has been accompanied with a major new arising challenge: Many appli... | @article{DBLP:journals/csur/DeldjooNM21,
author = {Yashar Deldjoo and
Tommaso Di Noia and
Felice Antonio Merra},
title = {A Survey on Adversarial Recommender Systems: From Attack/Defense Strategies to Generative Adversarial Networks.},
journal = {ACM Comput. S... |
1887546 | journals/csur/ChenLZLY22 | A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19. | Jianguo Chen 0001, Kenli Li 0001, Zhaolei Zhang, Keqin Li 0001, Philip S. Yu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 158:1-158:32 | https://dblp.org/rec/journals/csur/ChenLZLY22 | https://doi.org/10.1145/3465398 | The COVID-19 pandemic caused by the SARS-CoV-2 virus has spread rapidly worldwide, leading to a global outbreak. Most governments, enterprises, and scientific research institutions are participating in the COVID-19 struggle to curb the spread of the pandemic. As a powerful tool against COVID-19, artificial intelligence... | @article{DBLP:journals/csur/ChenLZLY22,
author = {Jianguo Chen 0001 and
Kenli Li 0001 and
Zhaolei Zhang and
Keqin Li 0001 and
Philip S. Yu},
title = {A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19.... |
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