The IEEE Computer Society Publications Board has awarded the following 2022 Best Paper Awards based on nominations submitted by each publication’s awards committee.
2022 Best Paper Winners
Hironori Washizaki, Foutse Khomh, Yann-Gaël Guéhéneuc, Hironori Takeuchi, Naotake Natori, Takuo Doi, and Satoshi Okuda, “Software-Engineering Design Patterns for Machine Learning Applications“ in Computer, vol. 55, no. 3, pp. 30-39, March 2022
Lieven Eeckhout, “A First-Order Model to Assess Computer Architecture Sustainability” in IEEE Computer Architecture Letters, vol. 21, no. 2, pp. 37-140, July-December 2022
Shahid Latif, Hagen Tarner, and Fabian Beck, “Talking Realities: Audio Guides in Virtual Reality Visualizations“ in IEEE Computer Graphics and Applications, vol. 42, no. 1, pp. 73-83, January/February 2022
Dali Wang, Peter Schwartz, Fengming Yuan, Peter Thornton, and Weijian Zheng, “Towards Ultrahigh-Resolution E3SM Land Modeling on Exascale Computers“ in Computing in Science & Engineering, vol. 24, no. 6, pp. 44-53, November/December 2022
Hafiz Asif, Periklis A. Papakonstantinou, Stephanie Shiau, Vivek Singh, and Jaideep Vaidya, “Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing” in IEEE Intelligent Systems, vol. 37, no. 4, pp. 88-96, July/August 2022
Nicolas Bohm Agostini, Serena Curzel, Jeff Jun Zhang, Ankur Limaye, Cheng Tan, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Joseph Manzano, David Brooks, Gu-Yeon Wei, and Antonino Tumeo, “Bridging Python to Silicon: The SODA Toolchain“ in IEEE Micro, vol. 42, no. 5, pp. 78-88, September/October 2022
Jiong Dong, Kaoru Ota, and Mianxiong Dong, “Why VR Games Sickness? An Empirical Study of Capturing and Analyzing VR Games Head Movement Dataset“ in IEEE MultiMedia, vol. 29, no. 2, pp. 74-82, April-June 2022
Chuan Chen, Lei Zhang, Yihao Li, Tianchi Liao, Siran Zhao, Zibin Zheng, Huawei Huang, and Jiajing Wu, “When Digital Economy Meets Web3.0: Applications and Challenges“ in IEEE Open Journal of the Computer Society, vol. 3, pp. 233-245, October 2022
Ovidiu-Ciprian Ungurean and Radu-Daniel Vatavu, ‘“I Gave up Wearing Rings:” Insights on the Perceptions and Preferences of Wheelchair Users for Interactions With Wearables’ in IEEE Pervasive Computing, vol. 21, no. 3, pp. 92-101, July-September 2022
William Enck and Laurie Williams, “Top Five Challenges in Software Supply Chain Security: Observations From 30 Industry and Government Organizations” in IEEE Security & Privacy, vol. 20, no. 2, pp. 96-100, March/April 2022
Chris Lamb and Stefano Zacchiroli, “Reproducible Builds: Increasing the Integrity of Software Supply Chains” in IEEE Software, vol. 39, no. 2, pp. 62-70, March/April 2022
Peixiang Zhong, Di Wang, and Chunyan Miao, “EEG-Based Emotion Recognition Using Regularized Graph Neural Networks” in IEEE Transactions on Affective Computing, vol. 13, no. 3, pp. 1290-1301 July-September 2022
Pablo R. Bodmann, George Papadimitriou, Rubens L. Rech Junior, Dimitris Gizopoulos, and Paolo Rech, “Soft Error Effects on Arm Microprocessors: Early Estimations versus Chip Measurements” in IEEE Transactions on Computers, vol. 71, no. 10, pp. 2358-2369, October 2022
Deepika Saxena, Ashutosh Kumar Singh, and Rajkumar Buyya, “OP-MLB: An Online VM Prediction-Based Multi-Objective Load Balancing Framework for Resource Management at Cloud Data Center” in IEEE Transactions on Cloud Computing, vol. 10, no. 4, pp. 2804-2816, October-December, 2022
Zubair Md. Fadlullah and Nei Kato, “HCP: Heterogeneous Computing Platform for Federated Learning Based Collaborative Content Caching Towards 6G Networks” in IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 1, pp. 112-123, January-March 2022
Ming Tang and Vincent W.S. Wong, “Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems” in IEEE Transactions on Mobile Computing, vol. 21, no. 6, pp. 1985-1997, June 2022
Christian R. Trott, Damien Lebrun-Grandie, Daniel Arndt, Jan Ciesko, Vinh Dang, Nathan Ellingwood, Rahulkumar Gayatri, Evan Harvey, Daisy S. Hollman, Dan Ibanez, Nevin Liber, Jonathan Madsen, Jeff Miles, David Poliakoff, Amy Powell, Sivasankaran Rajamanickam, Mikael Simberg, Dan Sunderland, Bruno Turcksin, and Jeremiah Wilke, “Kokkos 3: Programming Model Extensions for the Exascale Era” in IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 4, pp. 805-817, April 2022
Jie M. Zhang, Mark Harman, Lei Ma, and Yang Liu, “Machine Learning Testing: Survey, Landscapes and Horizons” in IEEE Transactions on Software Engineering, vol. 48, no. 1, pp. 1-36, January 2022
2022 Runners-Up
Emily Wall, Cindy Xiong, and Yea-Seul Kim, “VisHikers’ Guide to Evaluation: Competing Considerations in Study Design” in IEEE Computer Graphics and Applications, vol. 42, no. 3 pp. 29-38, May/June 2022
Jessica D. Bayliss, “The Data-Oriented Design Process for Game Development” in Computer, vol. 55, no. 5, pp. 31-38, May 2022
Seunghan Yang, Hyoungseob Park, Junyoung Byun, and Changick Kim, “Robust Federated Learning With Noisy Labels” in IEEE Intelligent Systems, vol. 37, no. 2, pp. 35-43 March-April 2022
Vinod Kumar Malamal Vadakital, Adrian Dziembowskii, Gauthier Lafruit, Franck Thudor, Gwangsoon Lee, and Patrice Rondao Alface, “The MPEG Immersive Video Standard—Current Status and Future Outlook” in IEEE MultiMedia, vol. 29, no. 3, pp. 101-111, July-September 2022
Nicolas Huaman, Sabrina Amft, Marten Oltrogge, Yasemin Acar, and Sascha Fahl; “They Would Do Better If They Worked Together: Interaction Problems Between Password Managers and the Web” in IEEE Security & Privacy, vol. 20, no. 2, pp. 49-60, March/April 2022
Liliana Pasquale, Paola Zippo, Cliona Curley, Brian O’Neill, and Marina Mongiello, “Digital Age of Consent and Age Verification: Can They Protect Children?” in IEEE Software, vol. 39, no. 3, pp. 50-57, May/June 2022
Siyang Song, Shashank Jaiswal, Linlin Shen, and Michel Valstar “Spectral Representation of Behaviour Primitives for Depression Analysis” in IEEE Transactions on Affective Computing, vol. 13, no. 2, pp. 829-844, April-June 2022
Cunlu Li, Dezun Dong, Xiangke Liao, and John Kim, “Hybrid Memory Buffer Microarchitecture for High-Radix Routers” in IEEE Transactions on Computers, vol. 71, no. 11, pp. 2888-2902, November 2022
YaoChong Li, Ri-Gui Zhou, RuiQing Xu, Jia Luo, and She-Xiang Jiang, “A Quantum Mechanics-Based Framework for EEG Signal Feature Extraction and Classification” in IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 1, pp. 211-222, January-March 2022
John Osorio, Adrià Armejach, Eric Petit, Greg Henry, and Marc Casas, “A BF16 FMA is All You Need for DNN Training” in IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 3, pp. 1302-1314, July-September 2022
Lianbo Ma, Xueyi Wang, Xingwei Wang, Liang Wang, Ying Shi, and Min Huang, “TCDA: Truthful Combinatorial Double Auctions for Mobile Edge Computing in Industrial Internet of Things” in IEEE Transactions on Mobile Computing, vol. 21, no. 11, pp. 4125-4138, November 2022
Jidong Zhai, Liyan Zheng, Feng Zhang, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, and Wenguang Chen, “Detecting Performance Variance for Parallel Applications Without Source Code” in IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 12, pp. 4239-4255, December 2022
Saikat Chakraborty, Rahul Krishna, Yangruibo Ding, and Baishakhi Ray, “Deep Learning Based Vulnerability Detection: Are We There Yet?” in IEEE Transactions on Software Engineering, vol. 48, no. 9, pp. 3280-3296, September 2022
