Bio

I am now an Associate Professor at Research Center for Distribute Systems, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS). I got my Ph.D. degree in 2016 from The University of Tokyo. I received my master degree in Computer Science from Peking University in 2009, and bachelor degree from Northwestern Polytechnical University .
彭晓晖，中国科学院计算技术研究所副研究员，博士生导师。近年来聚焦高通量算力网关键技术研究，提出了物群-机群分布式架构和T-REST架构方法，设计了任务闭包编程模型和RSEP分布式调度模型，并在上述模型和方法基础上设计实现了端云协同的分布式计算框架TIDE。部分技术已在国家重大科技基础设施——CENI上开展了试验验证，形成的系统和平台支持了多个国家重要项目的执行和验收。主持国家基金委企业联合基金重点项目子课题、面上项目、重大基础研究项目课题等10余项纵向科研任务。在包括PIEEE、IEEE IoT-J、计算机学报、计算机研究与发展、IEEE TC、TMC、TSC、TKDE、ACM/IEEE SEC、ACM SoCC、 SenSys、IEEE IPDPS等在内的领域顶级刊物和会议上发表论文30余篇。兼任IEEE Transactions on Mobile Computing和IEEE Internet Computing Associate Editor，中国计算机学会分布式计算与系统专委常务委员。

Publications

[Conference]

  1. Jianwei Gao, Xiaohui Peng, Shaowei Liu, Jiamu Liu, Yifan Wang*, Tingting Zhang*, Deke Guo. A Case Study on Benchmarking Distributed AI Systems[C] //Proceedings of the 33rd IEEE/ACM International Symposium on Quality of Service (IWQoS)., Gold Coast, Australia, 2025: 1-6.
  2. Xiaohui Peng, Wenkai Yan, Yifan Wang*, Zhiwei Xu. Tide: A Runtime Management Framework for the Things-Edge-Cloud Computing Continuum[C] //Proceedings of the 39th IEEE International Parallel & Distributed Processing Symposium(IPDPS'25), Milan, Italy, 2025: 42-53.
  3. Hangda Liu, Boyu Diao, Yu Yang, Wenxin Chen, Xiaohui Peng, Yongjun Xu. Gensor: A Graph-based Construction Tensor Compilation Method for Deep Learning[C] //Proceedings of the 39th IEEE International Parallel & Distributed Processing Symposium(IPDPS'25), Milan, Italy, 2025: 558-569.
  4. Yuqiao Lan, Xiaohui Peng*, Yifan Wang. Snapipeline: Accelerating Snapshot Startup for FaaS Containers[C] //Proceedings of the 15th ACM Symposium on Cloud Computing (SoCC'24), Seattle, USA, 2024: 144-159.
  5. Zijian Wang, Xingzhou Zhang, Yifan Wang, Xiaohui Peng, Zhiwei Xu. Hawk: An Efficient NALM System for Accurate Low-Power Appliance Recognition[C] //Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems (SenSys'24), Hangzhou, China, 2024: 578-591
  6. Xiaohui Peng, Xudong Luo, Kuo Chang, Yifan Wang. CMS: A Computility Resource Status Management and Storage Framework[C] //Proceedings of the 20th Annual IFIP International Conference on Network and Parallel Computing (NPC'24), Haikou, China, 2024:
  7. Yifan Wang, Qisong Shi, Xizi Chen, Xiaohui Peng. Benchmarking Edge Computing Systems for Autonomous Vehicles via CAV Motifs[C] //Proceedings of the 16th BenchCouncil International Symposium on Benchmarking, Measuring, and Optimizing, Guangzhou, China, 2024:
  8. Chen Zeng, Fan Liang, Yixuan Sun, Xiaohui Peng. Hebo System: Trusted Copyright Authorization in Computer Networks[C] //Proceedings of the 29th International Conference on Parallel and Distributed Systems (ICPADS'23), Nanjing, China, 2023: 209-216.
  9. Xiaoyang Jiang, Xingzhou Zhang, Xiaohui Peng. Flet-Edge: A Full Life-cycle Evaluation Tool for deep learning framework on the Edge[C] //Proceedings of the 28th International Conference on Parallel and Distributed Systems(ICPADS'22), Nanjing, China, 2022: 680-687.
  10. Chen Zeng, Yifan Wang, Fan Liang, Xiaohui Peng. Fengyi: Trusted Data Sharing in VANETs with Blockchain[C] //Proceedings of the 25th Pacific Rim International Symposium on Dependable Computing (PRDC'20), Perth, Australia, 2020: 11-20.
  11. Chen Zeng, Yifan Wang, Fan Liang and Xiaohui Peng. Pinocchio: A Blockchain-Based Algorithm for Sensor Fault Tolerance in Low Trust Environment[C] //Proceedings of 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW'20), New Orleans, USA, 2020: 416-425.
  12. Xiaohui Peng, Lu Chao, Yifan Wang and Zhiwei Xu. T-Suite: A RESTful Distributed Development and Runtime Environment on Things Devices[C] //Proceedings of the 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC'18), Guangzhou, China, 2018.
  13. Zhenying Li, Xiaohui Peng, Lu Chao and Zhiwei Xu. EveryLite: A Lightweight Scripting Language for Micro Tasks in IoT Systems //Proceedings of the 3rd IEEE/ACM Symposium on Edge Computing (SEC'18), Seattle, USA, 2018.
  14. Jindong Wang, Yiqiang Chen, Lisha Hu, Xiaohui Peng and Philip S. Yu. Stratified Transfer Learning for Cross-domain Activity Recognition. The 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom'18), Athens, Greece, 2018: 1-10.
[Journal]
  1. Chen Zeng, Xiaohui Peng*, Fan Liang, Yifan Wang, Deke Guo. Breaking Cloud Dependencies: A Distributed Ledger Approach to IoT Device Usufruct Management[J]. IEEE Transactions on Mobile Computing(IEEE TMC), 2026, DOI: 10.1109/TMC.2026.3655119.
  2. Zishu Yu, Runfu Li, Yifan Wang, Xiaohui Peng*, Zhiwei Xu. LASS: Reducing Cold Startup Latency in Serverless Through Loaded Library Sharing[J]. IEEE Transactions on Computers(IEEE TC), 2026, 75(3): 901-915.
  3. Fengzhi Li, Qingru Xu, Tuo Zhou, Chenxi Wang, Yifan Wang, Xiaohui Peng*. Containerlet: Software-Granular Containers for High-Performance Deployment of Machine Learning Applications[J]. Journal of Computer Science and Technology(JCST Accepted), 2026, DOI: 10.1007/s11390-026-6073-4.
  4. Libo Feng, Junwei Guo, Fake Fang, Zhenli He, Yimin Yu, Shaowen Yao, Xiaohui Peng*. SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices[J]. IEEE Transactions on Service Computing (IEEE TSC), 2026, 19(1): 657-670.
  5. Xiaohui Peng, Yixuan Sun, Zhenhui Zhang, Yifan Wang*. DSparse: A Distributed Training Method for Edge Clusters Based on Sparse Update[J]. Journal of Computer Science and Technology(JCST), 2025, 40(3): 637-653.
  6. 俞子舒, 李奉治, 郑守建, 王一帆, 张星洲, 彭晓晖*, 徐志伟. 信息高铁的低熵高通量性质验证[J]. 计算机学报, 2023, 46(11): 2302-2321.
  7. 郑守建, 彭晓晖*, 王一帆, 任祖杰，高丰. 一种基于综合匹配度的边缘计算系统任务调度方法[J]. 计算机学报, 2022, 45(3): 485-499.
  8. Lu Chao, Xiaohui Peng*, Zhiwei Xu, Lei Zhang. Ecosystem for Things: Hardware, Software and Architecture[J]. Proceedings of the IEEE, 2019, 107(8):1563-1583.
  9. Zhiwei Xu, Lu Chao, Xiaohui Peng*. T-REST: An Open-Enabled Architectural Style for the Internet of Things[J]. IEEE Internet of Things Journal, 2019, 6(3): 4019-4034.
  10. 徐志伟，曾琛，朝鲁，彭晓晖*. 面向控域的体系结构：一种智能万物互联的体系结构风格[J]. 计算机研究与发展, 2019, 56(1): 90-102.
  11. 彭晓晖，张星洲，王一帆，朝鲁. Web使能的物端计算系统[J]. 计算机研究与发展, 2018, 55(3): 572-584.
  12. 朝鲁，彭晓晖*，徐志伟. 变熵画像:一种数量级压缩物端数据的多粒度信息模型[J]. 计算机研究与发展, 2018, 55(8): 1653-1666.
  13. Chunyu Hu, Yiqiang Chen, Xiaohui Peng, Han Yu, Chenlong Gao, Lisha Hu. A Novel Feature Incremental Learning Method for Sensor-based Activity Recognition[J]. IEEE Transactions on Knowledge&Data Engineering (TKDE), 2019, 31(6): 1038-1050.
  14. Chunyu Hu, Yiqiang Chen, Lisha Hu, Xiaohui Peng. A novel random forests based class incremental learning method for activity recognition[J]. Pattern Recognition, 2018, 78(6): 277~290.