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The IEEE Computer Society Publications Board has awarded the following 2024 Best Paper Awards based on nominations submitted by each publication's awards committee. See all the past winners here.
Annals: Andrew Lison, "Hardware Standardization and State-Socialist Piracy: The Global Reach of the Zilog Z80," in IEEE Annals of the History of Computing, vol. 46, no. 2, pp. 38-51, April-June 2024.
Computer Architecture Letters: Hyungyo Kim, Gaohan Ye, Nachuan Wang, Amir Yazdanbakhsh, Nam Sung Kim, "Exploiting Intel Advanced Matrix Extensions (AMX) for Large Language Model Inference," in IEEE Computer Architecture Letters, vol. 23, no. 1, pp. 117-120, Jan.-June 2024.
Computer: Charles Weir, Anna Dyson, Olamide Jogunola, Louise Dennis, Katie Paxton-Fear, "Interlinked Computing in 2040: Safety, Truth, Ownership, and Accountability," in Computer, vol. 57, no. 1, pp. 59-68, January 2024.
Computer Graphics and Applications: Maximilian Söchting, Miguel D. Mahecha, David Montero, Gerik Scheuermann, "Lexcube: Interactive Visualization of Large Earth System Data Cubes," in IEEE Computer Graphics and Applications, vol. 44, no. 1, pp. 25-37, Jan.-Feb. 2024.
Computing in Science & Engineering: Hartwig Anzt, Axel Huebl, Xiaoye S. Li, "Then and Now: Improving Software Portability, Productivity, and 100× Performance," in Computing in Science & Engineering, vol. 26, no. 1, pp. 61-70, Jan.-March 2024.
Internet Computing: Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari, "The Internet of Things in the Era of Generative AI: Vision and Challenges," in IEEE Internet Computing, vol. 28, no. 5, pp. 57-64, Sept.-Oct. 2024.
Micro: Seungjae Moon, Jung-Hoon Kim, Junsoo Kim, Seongmin Hong, Junseo Cha, Minsu Kim, Sukbin Lim, Gyubin Choi, Dongjin Seo, Jongho Kim, Hunjong Lee, Hyunjun Park, Ryeowook Ko, Soongyu Choi, Jongse Park, Jinwon Lee, Joo-Young Kim, "A Latency Processing Unit: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference," in IEEE Micro, vol. 44, no. 6, pp. 17-33, Nov.-Dec. 2024.
MultiMedia: Ramesh C. Jain, "Multimodal Agents: From Vision to Reality," in IEEE MultiMedia, vol. 31, no. 4, pp. 4-16, Oct.-Dec. 2024.
Open Journal of the Computer Society: Petro Mushidi Tshakwanda, Sisay Tadesse Arzo, Michael Devetsikiotis, "Advancing 6G Network Performance: AI/ML Framework for Proactive Management and Dynamic Optimal Routing," in IEEE Open Journal of the Computer Society, vol. 5, pp. 303-314, 2024.
Pervasive Computing: Christian Remy, Adam Tyler, Paul Smith, Oliver Bates, Adrian Friday, "Wasted Energy? Illuminating Energy Data With Ontologies," in IEEE Pervasive Computing, vol. 23, no. 2, pp. 27-37, April-June 2024.
Security & Privacy: R. N. M. Watson, David Chisnall, Jessica Clarke, Brooks Davis, Nathaniel Wesley Filardo, Ben Laurie, Simon W. Moore, Peter G. Neumann, Alexander Richardson, Peter Sewell, Konrad Witaszczyk, Jonathan Woodruff, "CHERI: Hardware-Enabled C/C++ Memory Protection at Scale," in IEEE Security & Privacy, vol. 22, no. 4, pp. 50-61, July-Aug. 2024.
Software: Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle, "Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems," in IEEE Software, vol. 41, no. 6, pp. 91-100, Nov.-Dec. 2024.
Transactions on Affective Computing: Jiangtao Zhang, Qingshan Wang, Qi Wang, "U-Shaped Distribution Guided Sign Language Emotion Recognition With Semantic and Movement Features," in IEEE Transactions on Affective Computing, vol. 15, no. 4, pp. 2180-2191, Oct.-Dec. 2024.
Transactions on Cloud Computing: Xiangchun Chen, Jiannong Cao, Yuvraj Sahni, Shan Jiang, Zhixuan Liang, "Dynamic Task Offloading in Edge Computing Based on Dependency-Aware Reinforcement Learning," in IEEE Transactions on Cloud Computing, vol. 12, no. 2, pp. 594-608, April-June 2024.
Transactions on Dependable and Secure Computing: Seunghwa Lee, Hankyung Ko, Jihye Kim, Hyunok Oh, “vCNN: Verifiable Convolutional Neural Network Based on zk-SNARKs," in IEEE Transactions on Dependable and Secure Computing, vol. 21, no. 4, pp. 4254-4270, July-Aug. 2024.
Transactions on Mobile Computing: Jinbo Chen, Dongheng Zhang, Zhi Wu, Fang Zhou, Qibin Sun, Yan Chen, "Contactless Electrocardiogram Monitoring With Millimeter Wave Radar," in IEEE Transactions on Mobile Computing, vol. 23, no. 1, pp. 270-285, Jan. 2024.
Transactions on Parallel and Distributed Systems: Fangming Liu and Yipei Niu, "Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal," in IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 1, pp. 59-72, Jan. 2024.
Transactions on Privacy: Hafiz Asif, Sitao Min, Xinyue Wang, Jaideep Vaidya, "U.S.-U.K. PETs Prize Challenge: Anomaly Detection via Privacy-Enhanced Federated Learning," in IEEE Transactions on Privacy, vol. 1, pp. 3-18, 2024.
Transactions on Services Computing: Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Yue Wang, Gang Huang, Xuanzhe Liu, "Battery-Aware Energy Optimization for Satellite Edge Computing," in IEEE Transactions on Services Computing, vol. 17, no. 2, pp. 437-451, March-April 2024.
Transactions on Software Engineering: Zhou Yang, Bowen Xu, Jie M. Zhang, Hong Jin Kang, Jieke Shi, Junda He, David Lo, "Stealthy Backdoor Attack for Code Models," in IEEE Transactions on Software Engineering, vol. 50, no. 4, pp. 721-741, April 2024.
Annals: Bernardo Gonçalves, "Lady Lovelace’s Objection: The Turing–Hartree Disputes Over the Meaning of Digital Computers, 1946–1951," in IEEE Annals of the History of Computing, vol. 46, no. 1, pp. 6-18, Jan.-March 2024.
Computer Architecture Letters: Lieven Eeckhout, "R.I.P. Geomean Speedup Use Equal-Work (Or Equal-Time) Harmonic Mean Speedup Instead," in IEEE Computer Architecture Letters, vol. 23, no. 01, pp. 78-82, Jan.-June 2024.
Computer: Antonio Emanuele Cinà, Kathrin Grosse, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo, "Machine Learning Security Against Data Poisoning: Are We There Yet?" in Computer, vol. 57, no. 3, pp. 26-34, March 2024.
Computer Graphics and Applications: I-Chao Shen, Hao-Kang Liu, Bing-Yu Chen, "NeRF-In: Free-Form Inpainting for Pretrained NeRF With RGB-D Priors," in IEEE Computer Graphics and Applications, vol. 44, no. 2, pp. 100-109, March-April 2024.
Computing in Science & Engineering: David McCallen, Arben Pitarka, Houjun Tang, Ramesh Pankajakshan, Anders Petersson, Mamun Miah, "Transformational Regional-Scale Earthquake Simulations with the DOE EarthQuake SIMulation Exascale Framework," in Computing in Science & Engineering, vol. 26, no. 2, pp. 16-24, April-June 2024.
Internet Computing: Nicola Bicocchi, Mattia Fogli, Carlo Giannelli, Marco Picone, Antonio Virdis, "Requirements and Design Architecture for Digital Twin End-to-End Trustworthiness," in IEEE Internet Computing, vol. 28, no. 4, pp. 31-39, July-Aug. 2024.
Micro: Parthasarathy Ranganathan, Urs Hölzle, "Twenty Five Years of Warehouse-Scale Computing," in IEEE Micro, vol. 44, no. 5, pp. 11-22, Sept.-Oct. 2024.
Open Journal of the Computer Society: Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka, "Benchmark for Personalized Federated Learning," in IEEE Open Journal of the Computer Society, vol. 5, pp. 2-13, 2024, doi: 10.1109/OJCS.2023.3332351
Pervasive Computing: Stefanos Laskaridis, Stylianos I. Venieris, Alexandros Kouris, Rui Li, Nicholas D. Lane, "The Future of Consumer Edge-AI Computing," in IEEE Pervasive Computing, vol. 23, no. 3, pp. 21-30, July-Sept. 2024.
Security & Privacy: Winnie Mbaka, Katja Tuma, "Role of Gender in the Evaluation of Security Decisions," in IEEE Security & Privacy, vol. 22, no. 2, pp. 38-48, March-April 2024.
Software: Catherine M. Hicks, Carol S. Lee, Morgan Ramsey, "Developer Thriving: Four Sociocognitive Factors That Create Resilient Productivity on Software Teams," in IEEE Software, vol. 41, no. 4, pp. 68-77, July-Aug. 2024.
Transactions on Affective Computing: Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis, "From the Lab to the Wild: Affect Modeling Via Privileged Information," in IEEE Transactions on Affective Computing, vol. 15, no. 2, pp. 380-392, April-June 2024.
Transactions on Cloud Computing: Jin Wang, Wei Jiang, Jingya Zhou, Zhaobo Lu, Kejie Lu, Jianping Wang, "Partial Decode and Compare: An Efficient Verification Scheme for Coded Edge Computing," in IEEE Transactions on Cloud Computing, vol. 12, no. 2, pp. 431-445, April-June 2024.
Transactions on Dependable and Secure Computing: Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen, "VeriFi: Towards Verifiable Federated Unlearning," in IEEE Transactions on Dependable and Secure Computing, vol. 21, no. 6, pp. 5720-5736, Nov.-Dec. 2024.
Transactions on Mobile Computing: Xingxia Dai, Zhu Xiao, Hongbo Jiang, John C. S. Lui, "UAV-Assisted Task Offloading in Vehicular Edge Computing Networks," in IEEE Transactions on Mobile Computing, vol. 23, no. 4, pp. 2520-2534, April 2024.
Transactions on Parallel and Distributed Systems: Zheng Zhang, Yaqi Xia, Hulin Wang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng, "MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism," in IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 6, pp. 998-1011, June 2024.
Transactions on Services Computing: Chuan Sun, Xiuhua Li, Chenyang Wang, Qiang He, Xiaofei Wang, Victor C. M. Leung, "Hierarchical Deep Reinforcement Learning for Joint Service Caching and Computation Offloading in Mobile Edge-Cloud Computing," in IEEE Transactions on Services Computing, vol. 17, no. 4, pp. 1548-1564, July-Aug. 2024.
Transactions on Software Engineering: Alvaro Veizaga, Seung Yeob Shin, Lionel C. Briand, "Automated Smell Detection and Recommendation in Natural Language Requirements," in IEEE Transactions on Software Engineering, vol. 50, no. 4, pp. 695-720, April 2024.
