---
title: "ACM Computing Surveys 2019 — all accepted papers"
description: "All 155 papers of ACM Computing Surveys 2019 · page 1 of 2, the most cited first; those with our summary link to it."
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# ACM Computing Surveys 2019: all accepted papers

155 papers · page 1 of 2 · the most cited first · [← ACM Computing Surveys 2019](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2019/)

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1. **[Deep Learning Based Recommender System ↗](https://doi.org/10.1145/3285029)**Shuai Zhang, Lina Yao, Aixin Sun et al.*1,511 citations*
2. **[Security and Privacy on Blockchain ↗](https://doi.org/10.1145/3316481)**Rui Zhang, Rui Xue, Ling Liu*959 citations*
3. **[A Comprehensive Survey of Deep Learning for Image Captioning ↗](https://doi.org/10.1145/3295748)**Md Zakir Hossain, Ferdous Ahmed Sohel, Mohd Fairuz Shiratuddin et al.*876 citations*
4. **[WiFi Sensing with Channel State Information ↗](https://doi.org/10.1145/3310194)**Yongsen Ma, Gang Zhou, Shuangquan Wang*869 citations*
5. **[Machine Learning for Survival Analysis ↗](https://doi.org/10.1145/3214306)**Ping Wang, Yan Li, Chandan K. A. Reddy*691 citations*
6. **[A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms ↗](https://doi.org/10.1145/3362031)**Ju Ren, Deyu Zhang, Shiwen He et al.*615 citations*
7. **[Demystifying Parallel and Distributed Deep Learning ↗](https://doi.org/10.1145/3320060)**Tal Ben‐Nun, Torsten Hoefler*577 citations*
8. **[Demystifying Arm TrustZone ↗](https://doi.org/10.1145/3291047)**Sandro Pinto, Nuno Santos*498 citations*
9. **[A Systematic Review on Imbalanced Data Challenges in Machine Learning ↗](https://doi.org/10.1145/3343440)**Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi*488 citations*
10. **[Understanding Deep Learning Techniques for Image Segmentation ↗](https://doi.org/10.1145/3329784)**Swarnendu Ghosh, Nibaran Das, Ishita Das et al.*476 citations*
11. **[Cooperative Heterogeneous Multi-Robot Systems ↗](https://doi.org/10.1145/3303848)**Yara Rizk, Mariette Awad, Edward W. Tunstel*449 citations*
12. **[A Survey of Communication Protocols for Internet of Things and Related Challenges of Fog and Cloud Computing Integration ↗](https://doi.org/10.1145/3292674)**Jasenka Dizdarević, Francisco Carpio, Admela Jukan et al.*423 citations*
13. **[Resource Management in Fog/Edge Computing ↗](https://doi.org/10.1145/3326066)**Cheol-Ho Hong, Blesson Varghese*422 citations*
14. **[A Survey of DevOps Concepts and Challenges ↗](https://doi.org/10.1145/3359981)**Leonardo Leite, Carla Rocha, Fábio Kon et al.*387 citations*
15. **[Dynamic Malware Analysis in the Modern Era—A State of the Art Survey ↗](https://doi.org/10.1145/3329786)**Ori Or-Meir, Nir Nissim, Yuval Elovici et al.*384 citations*
16. **[How Generative Adversarial Networks and Their Variants Work ↗](https://doi.org/10.1145/3301282)**Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo et al.*373 citations*
17. **[Quality Evaluation of Solution Sets in Multiobjective Optimisation ↗](https://doi.org/10.1145/3300148)**Miqing Li, Xin Yao*342 citations*
18. **[A Survey on Food Computing ↗](https://doi.org/10.1145/3329168)**Weiqing Min, Shuqiang Jiang, Linhu Liu et al.*341 citations*
19. **[Formal Specification and Verification of Autonomous Robotic Systems ↗](https://doi.org/10.1145/3342355)**Matt Luckcuck, Marie Farrell, Louise A. Dennis et al.*281 citations*
20. **[Post-Quantum Lattice-Based Cryptography Implementations ↗](https://doi.org/10.1145/3292548)**Hamid Nejatollahi, Nikil D. Dutt, Sandip Ray et al.*277 citations*
21. **[Issues and Challenges of Load Balancing Techniques in Cloud Computing ↗](https://doi.org/10.1145/3281010)**Pawan Kumar, Rakesh Kumar*276 citations*
22. **[How Complex Is Your Classification Problem? ↗](https://doi.org/10.1145/3347711)**Ana Carolina Lorena, Luís P. F. Garcia, Jens Lehmann et al.*275 citations*
23. **[A Perspective Analysis of Handwritten Signature Technology ↗](https://doi.org/10.1145/3274658)**Moises Díaz, Miguel A. Ferrer, Donato Impedovo et al.*255 citations*
24. **[Insight Into Insiders and IT ↗](https://doi.org/10.1145/3303771)**Ivan Homoliak, Flavio Toffalini, Juan Guarnizo et al.*252 citations*
25. **[A Survey of Coarse-Grained Reconfigurable Architecture and Design ↗](https://doi.org/10.1145/3357375)**Leibo Liu, Jianfeng Zhu, Zhaoshi Li et al.*244 citations*
26. **[Academic Plagiarism Detection ↗](https://doi.org/10.1145/3345317)**Tomáš Foltýnek, Norman Meuschke, Béla Gipp*233 citations*
27. **[Video Description ↗](https://doi.org/10.1145/3355390)**Nayyer Aafaq, Ajmal Saeed Mian, Wei Liu et al.*211 citations*
28. **[Security and Privacy Approaches in Mixed Reality ↗](https://doi.org/10.1145/3359626)**Jaybie A. De Guzman, Kanchana Thilakarathna, Aruna Prasad Seneviratne*208 citations*
29. **[Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing ↗](https://doi.org/10.1145/3341145)**Thang Le Duc, Rafael A. García Leiva, Paolo Casari et al.*203 citations*
30. **[Towards the Decentralised Cloud ↗](https://doi.org/10.1145/3243929)**Ana Juan Ferrer, Joan Manuel Marquès, Josep Jorba*197 citations*
31. **[How Smart Are Smart Classrooms? A Review of Smart Classroom Technologies ↗](https://doi.org/10.1145/3365757)**Mukesh Kumar Saini, Neeraj Goel*193 citations*
32. **[Malware Dynamic Analysis Evasion Techniques ↗](https://doi.org/10.1145/3365001)**Amir Afianian, Salman Niksefat, Babak Sadeghiyan et al.*193 citations*
33. **[A Game-theoretic Taxonomy and Survey of Defensive Deception for Cybersecurity and Privacy ↗](https://doi.org/10.1145/3337772)**Jeffrey Pawlick, Edward Colbert, Quanyan Zhu*188 citations*
34. **[Document Layout Analysis ↗](https://doi.org/10.1145/3355610)**Galal M. BinMakhashen, Sabri A. Mahmoud*183 citations*
35. **[Edge Cloud Offloading Algorithms ↗](https://doi.org/10.1145/3284387)**Jianyu Wang, Jianli Pan, Flavio Esposito et al.*178 citations*
36. **[Indoor Localization Improved by Spatial Context—A Survey ↗](https://doi.org/10.1145/3322241)**Fuqiang Gu, Xuke Hu, Milad Ramezani et al.*172 citations*
37. **[Machine Learning for Smart Building Applications ↗](https://doi.org/10.1145/3311950)**Djamel Djenouri, Roufaida Laidi, Youcef Djenouri et al.*170 citations*
38. **[Integrated NFV/SDN Architectures ↗](https://doi.org/10.1145/3172866)**Michel Bonfim, Kelvin Dias, Stênio Fernandes*168 citations*
39. **[Deep Neural Network Approximation for Custom Hardware ↗](https://doi.org/10.1145/3309551)**Erwei Wang, James J. Davis, Rongxuan Zhao et al.*166 citations*
40. **[A Survey on Scheduling Strategies for Workflows in Cloud Environment and Emerging Trends ↗](https://doi.org/10.1145/3325097)**Mainak Adhikari, Tarachand Amgoth, Satish Narayana Srirama*151 citations*
41. **[A Survey on Brain Biometrics ↗](https://doi.org/10.1145/3230632)**Qiong Gui, Maria V. Ruiz-Blondet, Sarah Laszlo et al.*147 citations*
42. **[The Real-Time Linux Kernel ↗](https://doi.org/10.1145/3297714)**Federico Reghenzani, Giuseppe Massari, William Fornaciari*146 citations*
43. **[A Survey of Intrusion Detection Systems Leveraging Host Data ↗](https://doi.org/10.1145/3344382)**Robert A. Bridges, Tarrah R. Glass-Vanderlan, Michael D. Iannacone et al.*141 citations*
44. **[Software-defined Networking-based DDoS Defense Mechanisms ↗](https://doi.org/10.1145/3301614)**Rochak Swami, Mayank Dave, Virender Ranga*138 citations*
45. **[Dance Interactive Learning Systems ↗](https://doi.org/10.1145/3323335)**Katerina El Raheb, Marina Stergiou, Akrivi Katifori et al.*133 citations*
46. **[Huffman Coding ↗](https://doi.org/10.1145/3342555)**Alistair Moffat*128 citations*
47. **[Big Data Analytics for Large-scale Wireless Networks ↗](https://doi.org/10.1145/3337065)**Hong‐Ning Dai, Raymond Chi-Wing Wong, Hao Henry Wang et al.*124 citations*
48. **[A Survey on Gait Recognition via Wearable Sensors ↗](https://doi.org/10.1145/3340293)**Maria De Marsico, Alessio Mecca*123 citations*
49. **[Decision Tree Classification with Differential Privacy ↗](https://doi.org/10.1145/3337064)**Sam Fletcher, Md Zahidul Islam*118 citations*
50. **[Program Analysis of Commodity IoT Applications for Security and Privacy ↗](https://doi.org/10.1145/3333501)**Z. Berkay Celik, Earlence Fernandes, Eric Pauley et al.*118 citations*
51. **[Urban Computing Leveraging Location-Based Social Network Data ↗](https://doi.org/10.1145/3301284)**Thiago H. Silva, Aline Carneiro Viana, Fabrí­cio Benevenuto et al.*118 citations*
52. **[A Survey on 360° Video Streaming ↗](https://doi.org/10.1145/3329119)**Ching-Ling Fan, Wen-Chih Lo, Yu-Tung Pai et al.*117 citations*
53. **[Handcrafted and Deep Trackers ↗](https://doi.org/10.1145/3309665)**Mustansar Fiaz, Arif Mahmood, Sajid Javed et al.*116 citations*
54. **[A Comprehensive Survey on Parallelization and Elasticity in Stream Processing ↗](https://doi.org/10.1145/3303849)**Henriette Röger, Ruben Mayer*112 citations*
55. **[Multi-model Databases ↗](https://doi.org/10.1145/3323214)**Jiaheng Lu, Irena Holubová*105 citations*
56. **[Applications of Distributed Ledger Technologies to the Internet of Things ↗](https://doi.org/10.1145/3359982)**Qingyi Zhu, Seng W. Loke, Rolando Trujillo-Rasúa et al.*104 citations*
57. **[Extraction and Analysis of Fictional Character Networks ↗](https://doi.org/10.1145/3344548)**Vincent Labatut, Xavier Bost*103 citations*
58. **[A Survey on Mobility-Induced Service Migration in the Fog, Edge, and Related Computing Paradigms ↗](https://doi.org/10.1145/3326540)**Zeineb Rejiba, Xavi Masip‐Bruin, Eva Marín‐Tordera*100 citations*
59. **[A Systematic Survey on Cloud Forensics Challenges, Solutions, and Future Directions ↗](https://doi.org/10.1145/3361216)**Bharat Manral, Gaurav Somani, Kim‐Kwang Raymond Choo et al.*98 citations*
60. **[Evaluating Domain Ontologies ↗](https://doi.org/10.1145/3329124)**Melinda McDaniel, Veda C. Storey*98 citations*
61. **[Towards Adversarial Malware Detection ↗](https://doi.org/10.1145/3332184)**Davide Maiorca, Battista Biggio, Giorgio Giacinto*98 citations*
62. **[Gait-based Person Re-identification ↗](https://doi.org/10.1145/3243043)**Athira Nambiar, Alexandre J. M. Bernardino, Jacinto C. Nascimento*96 citations*
63. **[Orchestrating Big Data Analysis Workflows in the Cloud ↗](https://doi.org/10.1145/3332301)**Mutaz Barika, Saurabh Garg, Albert Y. Zomaya et al.*96 citations*
64. **[A Survey of Timing Verification Techniques for Multi-Core Real-Time Systems ↗](https://doi.org/10.1145/3323212)**Claire Maïza, Hamza Rihani, Juan M. Rivas et al.*95 citations*
65. **[Anomaly Detection Methods for Categorical Data ↗](https://doi.org/10.1145/3312739)**Ayman Taha, Ali S. Hadi*95 citations*
66. **[A Survey on Interdependent Privacy ↗](https://doi.org/10.1145/3360498)**Mathias Humbert, Benjamin Trubert, Kévin Huguenin*94 citations*
67. **[STRAM ↗](https://doi.org/10.1145/3277666)**Jin-Hee Cho, Shouhuai Xu, Patrick M. Hurley et al.*94 citations*
68. **[A Multi-Vocal Review of Security Orchestration ↗](https://doi.org/10.1145/3305268)**Chadni Islam, Muhammad Ali Babar, ‪Surya Nepal‬*93 citations*
69. **[Code Authorship Attribution ↗](https://doi.org/10.1145/3292577)**Vaibhavi Kalgutkar, Ratinder Kaur, Hugo Gonzalez et al.*93 citations*
70. **[Cloud Pricing Models ↗](https://doi.org/10.1145/3342103)**Caesar Wu, Rajkumar Buyya, Kotagiri Ramamohanarao*92 citations*
71. **[Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition ↗](https://doi.org/10.1145/3291124)**Jing Zhang, Wanqing Li, Philip Ogunbona et al.*85 citations*
72. **[Environmental Audio Scene and Sound Event Recognition for Autonomous Surveillance ↗](https://doi.org/10.1145/3322240)**S. Chandrakala, S. L. Jayalakshmi*84 citations*
73. **[Smart City System Design ↗](https://doi.org/10.1145/3309545)**Hadi Habibzadeh, Cem Kaptan, Tolga Soyata et al.*83 citations*
74. **[A Survey on Various Threats and Current State of Security in Android Platform ↗](https://doi.org/10.1145/3301285)**Parnika Bhat, Kamlesh Dutta*80 citations*
75. **[Probabilistic Worst-Case Timing Analysis ↗](https://doi.org/10.1145/3301283)**Francisco Javier Cazorla, Leonidas Kosmidis, Enrico Mezzetti et al.*79 citations*
76. **[Survey on Brain-Computer Interface ↗](https://doi.org/10.1145/3297713)**Annushree Bablani, Damodar Reddy Edla, Diwakar Tripathi et al.*79 citations*
77. **[A Survey of On-Chip Optical Interconnects ↗](https://doi.org/10.1145/3267934)**Janibul Bashir, Eldhose Peter, Smruti R. Sarangi*78 citations*
78. **[A Comprehensive Review of the Fireworks Algorithm ↗](https://doi.org/10.1145/3362788)**Junzhi Li, Ying Tan*76 citations*
79. **[From Hack to Elaborate Technique—A Survey on Binary Rewriting ↗](https://doi.org/10.1145/3316415)**Matthias Wenzl, Georg Merzdovnik, Johanna Ullrich et al.*76 citations*
80. **[“Dave...I can assure you ...that it’s going to be all right ...” A Definition, Case for, and Survey of Algorithmic Assurances in Human-Autonomy Trust Relationships ↗](https://doi.org/10.1145/3267338)**Brett W. Israelsen, Nisar R. Ahmed*74 citations*
81. **[A Survey of Chip-level Thermal Simulators ↗](https://doi.org/10.1145/3309544)**Hameedah Sultan, Anjali Chauhan, Smruti R. Sarangi*73 citations*
82. **[A Survey on Modality Characteristics, Performance Evaluation Metrics, and Security for Traditional and Wearable Biometric Systems ↗](https://doi.org/10.1145/3309550)**Aditya Sundararajan, Arif I. Sarwat, Alexander Pons*69 citations*
83. **[Large-scale Semantic Integration of Linked Data ↗](https://doi.org/10.1145/3345551)**Michalis Mountantonakis, Yannis Tzitzikas*68 citations*
84. **[Brownout Approach for Adaptive Management of Resources and Applications in Cloud Computing Systems ↗](https://doi.org/10.1145/3234151)**Minxian Xu, Rajkumar Buyya*67 citations*
85. **[Beyond 2014 ↗](https://doi.org/10.1145/3331524)**Wojciech Wideł, Maxime Audinot, Barbara Fila et al.*66 citations*
86. **[Formal Approaches to Secure Compilation ↗](https://doi.org/10.1145/3280984)**Marco Patrignani, Amal Ahmed, Dave Clarke*65 citations*
87. **[Indoor Positioning Based on Visible Light Communication ↗](https://doi.org/10.1145/3299769)**Milad Afzalan, Farrokh Jazizadeh*65 citations*
88. **[A Survey on Graph Drawing Beyond Planarity ↗](https://doi.org/10.1145/3301281)**Walter Didimo, Giuseppe Liotta, Fabrizio Montecchiani*64 citations*
89. **[A Survey on Agent-based Simulation Using Hardware Accelerators ↗](https://doi.org/10.1145/3291048)**Jiajian Xiao, Philipp Andelfinger, David Eckhoff et al.*63 citations*
90. **[Random Graph Modeling ↗](https://doi.org/10.1145/3369782)**Mikhail Drobyshevskiy, Денис Турдаков*63 citations*
91. **[Software Development Lifecycle for Energy Efficiency ↗](https://doi.org/10.1145/3337773)**Stefanos Georgiou, Stamatia Rizou, Diomidis D. Spinellis*63 citations*
92. **[Survey and Taxonomy of Volunteer Computing ↗](https://doi.org/10.1145/3320073)**Tessema M. Mengistu, Dunren Che*63 citations*
93. **[Survey of Compressed Domain Video Summarization Techniques ↗](https://doi.org/10.1145/3355398)**Madhushree Basavarajaiah, Priyanka Sharma*62 citations*
94. **[Security Modeling of Autonomous Systems ↗](https://doi.org/10.1145/3337791)**Farha Jahan, Weiqing Sun, Quamar Niyaz et al.*61 citations*
95. **[A Survey on Adaptive Authentication ↗](https://doi.org/10.1145/3336117)**Patricia Arias-Cabarcos, Christian Krupitzer, Christian Becker*59 citations*
96. **[Trust Evaluation in Cross-Cloud Federation ↗](https://doi.org/10.1145/3292499)**Usama Ahmed, Imran Raza, Syed Asad Hussain*59 citations*
97. **[A Survey of Communication Performance Models for High-Performance Computing ↗](https://doi.org/10.1145/3284358)**Juan‐Antonio Rico‐Gallego, Juan Carlos Díaz Martín, Ravi Reddy Manumachu et al.*57 citations*
98. **[A Systematic Review on Cloud Testing ↗](https://doi.org/10.1145/3331447)**Antonia Bertolino, Guglielmo De Angelis, Micael Gallego et al.*57 citations*
99. **[Mulsemedia DIY: A Survey of Devices and a Tutorial for Building Your Own Mulsemedia Environment ↗](https://doi.org/10.1145/3319853)**Estêvão Bissoli Saleme, Alexandra Covaci, Gebremariam Mesfin et al.*57 citations*
100. **[Leveraging User-related Internet of Things for Continuous Authentication ↗](https://doi.org/10.1145/3314023)**Lorena González‐Manzano, Jose Maria De Fuentes, Arturo Ribagorda*56 citations*

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