---
title: "ACM Computing Surveys 2020 — all accepted papers"
description: "All 139 papers of ACM Computing Surveys 2020 · page 1 of 2, the most cited first; those with our summary link to it."
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# ACM Computing Surveys 2020: all accepted papers

139 papers · page 1 of 2 · the most cited first · [← ACM Computing Surveys 2020](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2020/)

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1. **[Generalizing from a Few Examples ↗](https://doi.org/10.1145/3386252)**Yaqing Wang, Quanming Yao, James Tin-Yau Kwok et al.*2,772 citations*
2. **[A Survey of Fake News ↗](https://doi.org/10.1145/3395046)**Xinyi Zhou, Reza Zafarani*1,173 citations*
3. **[A Survey on Distributed Machine Learning ↗](https://doi.org/10.1145/3377454)**Joost Verbraeken, Matthijs Wolting, Jonathan Katzy et al.*872 citations*
4. **[A Survey on Ethereum Systems Security ↗](https://doi.org/10.1145/3391195)**Huashan Chen, Marcus Pendleton, Laurent Njilla et al.*480 citations*
5. **[A Deep Journey into Super-resolution ↗](https://doi.org/10.1145/3390462)**Saeed Anwar, Salman Hameed Khan, Nick M. Barnes*394 citations*
6. **[A Survey of Learning Causality with Data ↗](https://doi.org/10.1145/3397269)**Ruocheng Guo, Lu Cheng, Jundong Li et al.*358 citations*
7. **[An Overview of Service Placement Problem in Fog and Edge Computing ↗](https://doi.org/10.1145/3391196)**Farah Aït-Salaht, Frédéric Desprez, Adrien Lèbre*336 citations*
8. **[Outlier Detection ↗](https://doi.org/10.1145/3381028)**Azzedine Boukerche, Lining Zheng, Omar Alfandi*330 citations*
9. **[Quantum Key Distribution ↗](https://doi.org/10.1145/3402192)**Miralem Mehić, Marcin Niemiec, Stefan Raß et al.*329 citations*
10. **[A Survey of Android Malware Detection with Deep Neural Models ↗](https://doi.org/10.1145/3417978)**Junyang Qiu, Jun Zhang, Wei Luo et al.*321 citations*
11. **[The AI-Based Cyber Threat Landscape ↗](https://doi.org/10.1145/3372823)**Nektaria Kaloudi, Jingyue Li*307 citations*
12. **[A Survey of IoT Applications in Blockchain Systems ↗](https://doi.org/10.1145/3372136)**Laphou Lao, Zecheng Li, Songlin Hou et al.*304 citations*
13. **[Stance Detection ↗](https://doi.org/10.1145/3369026)**Dilek Küçük, Fazlı Can*300 citations*
14. **[A Survey of Multilingual Neural Machine Translation ↗](https://doi.org/10.1145/3406095)**Raj Dabre, Chenhui Chu, Anoop Kunchukuttan*294 citations*
15. **[A Survey of Blockchain-Based Strategies for Healthcare ↗](https://doi.org/10.1145/3376915)**Erikson J. de Aguiar, Bruno S. Faiçal, Bhaskar Krishnamachari et al.*275 citations*
16. **[Fast Packet Processing with eBPF and XDP ↗](https://doi.org/10.1145/3371038)**Marcos A. M. Vieira, Matheus Salgueiro Castanho, Racyus D. G. Pacífico et al.*260 citations*
17. **[Recommender Systems Leveraging Multimedia Content ↗](https://doi.org/10.1145/3407190)**Yashar Deldjoo, Markus Schedl, Paolo Cremonesi et al.*258 citations*
18. **[An Overview of End-to-End Entity Resolution for Big Data ↗](https://doi.org/10.1145/3418896)**Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas et al.*251 citations*
19. **[A Survey on Bayesian Deep Learning ↗](https://doi.org/10.1145/3409383)**Hao Wang, Dit‐Yan Yeung*241 citations*
20. **[Driver Emotion Recognition for Intelligent Vehicles ↗](https://doi.org/10.1145/3388790)**Sebastian Zepf, Javier Hernandez, Alexander Schmitt et al.*234 citations*
21. **[A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV ↗](https://doi.org/10.1145/3379444)**Iqbal Alam, Kashif Sharif, Fan Li et al.*220 citations*
22. **[A Survey of Compiler Testing ↗](https://doi.org/10.1145/3363562)**Junjie Chen, Jibesh Patra, Michael Pradel et al.*215 citations*
23. **[Blocking and Filtering Techniques for Entity Resolution ↗](https://doi.org/10.1145/3377455)**George Papadakis, Dimitrios Skoutas, Emmanouil Thanos et al.*210 citations*
24. **[Causality-based Feature Selection ↗](https://doi.org/10.1145/3409382)**Kui Yu, Xianjie Guo, Lin Liu et al.*201 citations*
25. **[Scalable Deep Learning on Distributed Infrastructures ↗](https://doi.org/10.1145/3363554)**Ruben Mayer, Hans‐Arno Jacobsen*192 citations*
26. **[Deep Learning-Based Video Coding ↗](https://doi.org/10.1145/3368405)**Dong Liu, Yue Li, Jianping Lin et al.*190 citations*
27. **[Smart Home Personal Assistants ↗](https://doi.org/10.1145/3412383)**Jide Edu, José M. Such, Guillermo Suárez‐Tangil*189 citations*
28. **[Indicator-based Multi-objective Evolutionary Algorithms ↗](https://doi.org/10.1145/3376916)**Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello*181 citations*
29. **[Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics ↗](https://doi.org/10.1145/3394658)**Alexander Wood, Kayvan Najarian, Delaram Kahrobaei*176 citations*
30. **[Trade-offs between Distributed Ledger Technology Characteristics ↗](https://doi.org/10.1145/3379463)**Niclas Kannengießer, Sebastian Lins, Tobias Dehling et al.*176 citations*
31. **[Deep Learning for Source Code Modeling and Generation ↗](https://doi.org/10.1145/3383458)**Triet Huynh Minh Le, Hao Chen, Muhammad Ali Babar*170 citations*
32. **[Security and Privacy in IoT Using Machine Learning and Blockchain ↗](https://doi.org/10.1145/3417987)**Nazar Waheed, Xiangjian He, Muhammad Ikram et al.*169 citations*
33. **[Parallel Genetic Algorithms ↗](https://doi.org/10.1145/3400031)**Tomohiro Harada, Enrique Alba*167 citations*
34. **[Anomaly Detection in Road Traffic Using Visual Surveillance ↗](https://doi.org/10.1145/3417989)**K. K. Santhosh, D. P. Dogra, P. P. Roy*159 citations*
35. **[Deep Learning on Mobile and Embedded Devices ↗](https://doi.org/10.1145/3398209)**Yanjiao Chen, Baolin Zheng, Zihan Zhang et al.*157 citations*
36. **[Blockchain Technology for Cloud Storage ↗](https://doi.org/10.1145/3403954)**Pratima Sharma, Rajni Jindal, Malaya Dutta Borah*154 citations*
37. **[Implementations in Machine Ethics ↗](https://doi.org/10.1145/3419633)**Suzanne Tolmeijer, Markus Kneer, Cristina Sarasua et al.*146 citations*
38. **[Using Social Media for Mental Health Surveillance ↗](https://doi.org/10.1145/3422824)**Ruba Skaik, Diana Zaiu Inkpen*143 citations*
39. **[Autonomous Visual Navigation for Mobile Robots ↗](https://doi.org/10.1145/3368961)**Yuri D. V. Yasuda, Luiz Eduardo Galvão Martins, Fábio A. M. Cappabianco*140 citations*
40. **[Adversarial Examples on Object Recognition ↗](https://doi.org/10.1145/3398394)**Alex Serban, Erik Poll, Joost Visser*136 citations*
41. **[A Survey on Trust Evaluation Based on Machine Learning ↗](https://doi.org/10.1145/3408292)**Jingwen Wang, Xuyang Jing, Zheng Yan et al.*134 citations*
42. **[Attribute-based Encryption for Cloud Computing Access Control ↗](https://doi.org/10.1145/3398036)**Yinghui Zhang, Robert Huijie Deng, Shengmin Xu et al.*131 citations*
43. **[Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications ↗](https://doi.org/10.1145/3398020)**Bin Qian, Jie Su, Zhenyu Wen et al.*131 citations*
44. **[A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses ↗](https://doi.org/10.1145/3388792)**Bardh Prenkaj, Paola Velardi, Giovanni Stilo et al.*129 citations*
45. **[The Future of False Information Detection on Social Media ↗](https://doi.org/10.1145/3393880)**Bin Guo, Yasan Ding, Lina Yao et al.*121 citations*
46. **[Core Concepts, Challenges, and Future Directions in Blockchain ↗](https://doi.org/10.1145/3366370)**John Kolb, Moustafa AbdelBaky, Randy Howard Katz et al.*115 citations*
47. **[SDN Controllers ↗](https://doi.org/10.1145/3421764)**Liehuang Zhu, Md Monjurul Karim, Kashif Sharif et al.*115 citations*
48. **[Computer-Generated Holograms for 3D Imaging ↗](https://doi.org/10.1145/3378444)**Erdem Şahin, Elena Stoykova, Jani Mäkinen et al.*112 citations*
49. **[Frameworks for Collective Intelligence ↗](https://doi.org/10.1145/3368986)**Shweta Suran, Vishwajeet Pattanaik, Dirk Draheim*111 citations*
50. **[Understanding Optical Music Recognition ↗](https://doi.org/10.1145/3397499)**Jorge Calvo-Zaragoza, Jan Hajič Jr., Alexander Pacha*109 citations*
51. **[A Survey on IoT Big Data ↗](https://doi.org/10.1145/3419634)**Maggi Bansal, Inderveer Chana, Siobhán Clarke*107 citations*
52. **[A Survey on Renamings of Software Entities ↗](https://doi.org/10.1145/3379443)**Guangjie Li, Hui Liu, Ally S. Nyamawe*105 citations*
53. **[Multi-Label Active Learning Algorithms for Image Classification ↗](https://doi.org/10.1145/3379504)**Jian Wu, Victor S. Sheng, Jing Zhang et al.*104 citations*
54. **[A Survey on Automatic Parameter Tuning for Big Data Processing Systems ↗](https://doi.org/10.1145/3381027)**Herodotos Herodotou, Yuxing Chen, Jiaheng Lu*101 citations*
55. **[Content Delivery Networks ↗](https://doi.org/10.1145/3380613)**Behrouz Zolfaghari, Gautam Srivastava, Swapnoneel Roy et al.*100 citations*
56. **[A Survey on Fuzzy Deep Neural Networks ↗](https://doi.org/10.1145/3369798)**Rangan Das, Sagnik Sen, Ujjwal Maulik*97 citations*
57. **[Blockchains ↗](https://doi.org/10.1145/3369052)**Bert-Jan Butijn, Damian A. Tamburri, Willem‐Jan van den Heuvel*90 citations*
58. **[A Survey of IIoT Protocols ↗](https://doi.org/10.1145/3381038)**Santiago Figueroa-Lorenzo, Javier Añorga, Saioa Arrizabalaga*89 citations*
59. **[Big Data Systems ↗](https://doi.org/10.1145/3408314)**Ali Davoudian, Mengchi Liu*87 citations*
60. **[Vehicle Trajectory Similarity ↗](https://doi.org/10.1145/3406096)**Roniel Soares de Sousa, Azzedine Boukerche, Antônio A. F. Loureiro*87 citations*
61. **[Biometric Systems Utilising Health Data from Wearable Devices ↗](https://doi.org/10.1145/3400030)**Saad Khan, Simon Parkinson, Liam Grant et al.*80 citations*
62. **[Resource Management and Scheduling in Distributed Stream Processing Systems ↗](https://doi.org/10.1145/3355399)**Xunyun Liu, Rajkumar Buyya*78 citations*
63. **[Multi-core Devices for Safety-critical Systems ↗](https://doi.org/10.1145/3398665)**Jon Perez-Cerrolaza, Roman Obermaisser, Jaume Abella et al.*76 citations*
64. **[A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers ↗](https://doi.org/10.1145/3406208)**Weiwei Lin, Fang Shi, Wentai Wu et al.*74 citations*
65. **[Application Domain-Based Overview of IoT Network Traffic Characteristics ↗](https://doi.org/10.1145/3399669)**Adrián Pekár, Jozef Mocnej, Winston K.G. Seah et al.*73 citations*
66. **[Computing Server Power Modeling in a Data Center ↗](https://doi.org/10.1145/3390605)**Leila Ismail, Huned Materwala*73 citations*
67. **[Synchronous Transmissions in Low-Power Wireless ↗](https://doi.org/10.1145/3410159)**Marco Zimmerling, Luca Mottola, Silvia Santini*73 citations*
68. **[A Survey of Cybersecurity Certification for the Internet of Things ↗](https://doi.org/10.1145/3410160)**Sara N. Matheu, José L. Hernández-Ramos, Antonio Skármeta et al.*71 citations*
69. **[Multiple Workflows Scheduling in Multi-tenant Distributed Systems ↗](https://doi.org/10.1145/3368036)**Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya*71 citations*
70. **[On Resilience in Cloud Computing ↗](https://doi.org/10.1145/3388922)**Thomas Welsh, Elhadj Benkhelifa*69 citations*
71. **[A Taxonomy of Supervised Learning for IDSs in SCADA Environments ↗](https://doi.org/10.1145/3379499)**Jakapan Suaboot, Adil Fahad, Zahir Tari et al.*68 citations*
72. **[A Survey on Device-free Indoor Localization and Tracking in the Multi-resident Environment ↗](https://doi.org/10.1145/3396302)**Kan Ngamakeur, Sira Yongchareon, Jian Yu et al.*64 citations*
73. **[An Overview of Hardware Implementation of Membrane Computing Models ↗](https://doi.org/10.1145/3402456)**Gexiang Zhang, Zeyi Shang, Sergey Verlan et al.*64 citations*
74. **[Mobility Management in 5G-enabled Vehicular Networks ↗](https://doi.org/10.1145/3403953)**Noura Aljeri, Azzedine Boukerche*64 citations*
75. **[Techniques for Inverted Index Compression ↗](https://doi.org/10.1145/3415148)**Giulio Ermanno Pibiri, Rossano Venturini*64 citations*
76. **[Tools for Reduced Precision Computation ↗](https://doi.org/10.1145/3381039)**Stefano Cherubin, Giovanni Agosta*62 citations*
77. **[Attack and System Modeling Applied to IoT, Cloud, and Mobile Ecosystems ↗](https://doi.org/10.1145/3376123)**João B. F. Sequeiros, Francisco Tchissaquila Chimuco, Musa G. Samaila et al.*59 citations*
78. **[Exploiting Errors for Efficiency ↗](https://doi.org/10.1145/3394898)**Phillip Stanley‐Marbell, Armin Alaghi, Michael Carbin et al.*59 citations*
79. **[A Survey of Hierarchical Energy Optimization for Mobile Edge Computing ↗](https://doi.org/10.1145/3378935)**Peijin Cong, Junlong Zhou, Liying Li et al.*58 citations*
80. **[Graph Generators ↗](https://doi.org/10.1145/3379445)**Angela Bonifati, Irena Holubová, Arnau Prat-Pèrez et al.*58 citations*
81. **[A Survey on Heart Biometrics ↗](https://doi.org/10.1145/3410158)**Aditya Singh Rathore, Zhengxiong Li, Weijin Zhu et al.*57 citations*
82. **[Design of Algorithms and Protocols for Underwater Acoustic Wireless Sensor Networks ↗](https://doi.org/10.1145/3421763)**Azzedine Boukerche, Peng Sun*57 citations*
83. **[The Landscape of Exascale Research ↗](https://doi.org/10.1145/3372390)**Stijn Heldens, Pieter Hijma, Ben van Werkhoven et al.*57 citations*
84. **[Computation Offloading and Retrieval for Vehicular Edge Computing ↗](https://doi.org/10.1145/3392064)**Azzedine Boukerche, Victor Soto*51 citations*
85. **[Decentralized Trust Management ↗](https://doi.org/10.1145/3362168)**Xinxin Fan, Ling Liu, Rui Zhang et al.*51 citations*
86. **[A Survey of Profit Optimization Techniques for Cloud Providers ↗](https://doi.org/10.1145/3376917)**Peijin Cong, Xu Guo, Tongquan Wei et al.*47 citations*
87. **[Interactive Clustering ↗](https://doi.org/10.1145/3340960)**Juhee Bae, Tove Helldin, Maria Riveiro et al.*47 citations*
88. **[Touch-dynamics based Behavioural Biometrics on Mobile Devices – A Review from a Usability and Performance Perspective ↗](https://doi.org/10.1145/3394713)**Elakkiya Ellavarason, Richard Guest, Farzin Deravi et al.*45 citations*
89. **[Machine Learning Methods for Data Association in Multi-Object Tracking ↗](https://doi.org/10.1145/3394659)**Patrick Emami, Panos M. Pardalos, Lily Elefteriadou et al.*44 citations*
90. **[Foundations, Properties, and Security Applications of Puzzles ↗](https://doi.org/10.1145/3396374)**Isra Mohamed Ali, Maurantonio Caprolu, Roberto Di Pietro*43 citations*
91. **[Trust in FPGA-accelerated Cloud Computing ↗](https://doi.org/10.1145/3419100)**Furkan Turan, Ingrid M.R. Verbauwhede*43 citations*
92. **[A Survey on Computational Metaphor Processing ↗](https://doi.org/10.1145/3373265)**Sunny Rai, Shampa Chakraverty*42 citations*
93. **[Mind Your Mind ↗](https://doi.org/10.1145/3372043)**Ofir Landau, Rami Puzis, Nir Nissim*42 citations*
94. **[A Survey of Quantum Theory Inspired Approaches to Information Retrieval ↗](https://doi.org/10.1145/3402179)**Sagar Uprety, Dimitris Gkoumas, Dawei Song*40 citations*
95. **[Paving the Way for NFV Acceleration ↗](https://doi.org/10.1145/3397022)**Xincai Fei, Fangming Liu, Qixia Zhang et al.*40 citations*
96. **[Application Management in Fog Computing Environments ↗](https://doi.org/10.1145/3403955)**Redowan Mahmud, Kotagiri Ramamohanarao, Rajkumar Buyya*38 citations*
97. **[Predictive Reliability and Fault Management in Exascale Systems ↗](https://doi.org/10.1145/3403956)**Ramón Canal, Carles Hernández, Rafael Tornero et al.*38 citations*
98. **[Security Issues and Challenges for Virtualization Technologies ↗](https://doi.org/10.1145/3382190)**Federico Sierra-Arriaga, Rodrigo Branco, Ben Lee*38 citations*
99. **[A Survey of Multitier Programming ↗](https://doi.org/10.1145/3397495)**Pascal Weisenburger, Johannes Wirth, Guido Salvaneschi*37 citations*
100. **[Comparative Analysis and Framework Evaluating Web Single Sign-on Systems ↗](https://doi.org/10.1145/3409452)**Furkan Alaca, Paul C. van Oorschot*37 citations*

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