Ph.D in Computer Science in progress
Department of Computer Science and Technology, Nanjing University
Email: yuhangzhou(a)smail.nju.edu.cn
Mailing address: Nanjing University, No.163 Xianlin Avenue, Nanjing, China, 210023
Supervisor
Professor Chen Tian
Biography
- Ph.D in in Computer Science and Technology (September, 2023 - )
- Department of Computer Science and Technology, Nanjing University, China
- M.E in in Computer Science and Technology (September, 2021 - June, 2023)
- Department of Computer Science and Technology, Nanjing University, China
- B.S in Computer Science and Technology (September, 2016 - June, 2020)
- Department of Computer Science and Technology, Nanjing University, China
Research Interests
- Distributed Machine Learning System
- Model Training Modeling and Accelerating
Publications
- Zibo Wang, Yuhang Zhou, Chen Tian, Xiaoliang Wang, Xianping Chen. AFNFA: An Approach to Automate NCCL Configuration Exploration. In Proceedings of APNet 2023, poster.
- Chen Tian, Yi Wang, Bingchuan Tian, Yang Zhao, Yuhang Zhou, Chenxu Wang, Haoran Guan, Wanchun Dou, and Guihai Chen. PushBox: Making Use of Every Bit of Time to Accelerate Completion of Data-parallel Jobs. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 33, Issue. 12, On page(s): 4256-4269, 2022.
- Jiaqing Dong, Lijuan Tan, Chen Tian, Yuhang Zhou, Yi Wang, Wanchun Dou, and Guihai Chen. MEET: rack-level pooling based load balancing in datacenter networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 33, Issue. 12, On page(s): 3628-3639, 2022.
- 田冰川, 田臣, 周宇航, 陈贵海, 窦万春. 减少Hadoop集群中网络队头阻塞的调度算法[J]. 计算机科学, 2022, 49(3): 11-22.
InterShip
- [2023.01 - ] Huawei, Advised by Zhang Jingyi, Researcher of ML workload modeling.
- [2022.07 - 2022.12] Pengcheng Lab, Advised by Wang Bingqiang, Researcher of Large-scale model training.
Projects
- MiniGpustat: A fine-grained Python application for querying gpu utilization
- EyeTrack: A mobile player based on eye tracking technology for operation
Teaching
Teaching Assistant, Computer Networks, NJU, Spring, 2022
Last Updated
March 1, 2024.