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Bohan ZhaoPh.DIIIS, Tsinghua Universityzbh20@mails.tsinghua.edu.cn |
I am now the 3rd year PhD candidate majored in Networking from Institute for Interdisciplinary Information Sciences at Tsinghua University.
Research
- Distributed Training System: Network optimization for ML training
- Programmable Network: P4-based network function offloading and acceleration
- Software Defined Network: Rule update optimization and smart cache in TCAM
Publications
- Bohan Zhao, Wei Xu, Shuo Liu, Yang Tian, Qiaoling Wang, and Wenfei Wu. "Training Job Placement in Clusters with Statistical In-Network Aggregation." Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024.
- Bohan Zhao, Wenfei Wu, and Wei Xu. "NetRPC: Enabling {In-Network} Computation in Remote Procedure Calls." Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). 2023.
- Yuchen Xu, Bohan Zhao, Tong Yang, Yikai Zhao, and Wenfei Wu. “MimoSketch: A Framework to Mine Item Frequency on Multiple Nodes with Sketches.” Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2023.
- Bohan Zhao, Chang Liu, Jianbo Dong, Zheng Cao, and Wenfei Wu. Enabling Switch Memory Management for Distributed Training with In-Network Aggregation. IEEE Conference on Computer Communications. IEEE, 2023.
- Bohan Zhao, Xiang Li, Boyu Tian, Zhiyu Mei, and Wenfei Wu. "Dhs: Adaptive memory layout organization of sketch slots for fast and accurate data stream processing." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021.
- Bohan Zhao, Rui Li, Xin Wang, and Jin Zhao. Efficient and Consistent TCAM Updates. IEEE Conference on Computer Communications. 2020.
- Bohan Zhao, Rui Li, Xin Wang, and Jin Zhao. "Taming the wildcards: Towards dependency-free rule caching with freecache." 2020 IEEE/ACM 28th International Symposium on Quality of Service, 2020.
- Bohan Zhao, Rui Li, Xin Wang, and Jin Zhao. "Ruletailor: Optimizing flow table updates in openflow switches with rule transformations." IEEE Transactions on Network and Service Management 16.4 (2019): 1581-1594. Full Papers Here.
Reward
- Outstanding graduate of Shanghai 2020.06
- Graduate Star of of Fudan University 2020.06
- National Scholarship 2019.10
- Second Prize of China Undergraduate Mathematical Contest in Modeling 2018.12
- Winner Award in National University Software Definition Network (SDN) Application Development Competition 2018.10
- Shanghai Scholarship 2017.10