Yuhang Zhou

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

  1. Ph.D in in Computer Science and Technology (September, 2023 - )
    • Department of Computer Science and Technology, Nanjing University, China
  2. M.E in in Computer Science and Technology (September, 2021 - June, 2023)
    • Department of Computer Science and Technology, Nanjing University, China
  3. B.S in Computer Science and Technology (September, 2016 - June, 2020)
    • Department of Computer Science and Technology, Nanjing University, China

Research Interests

  1. Distributed Machine Learning System
  2. Model Training Modeling and Accelerating

Publications

  1. Zibo Wang, Yuhang Zhou, Chen Tian, Xiaoliang Wang, Xianping Chen. AFNFA: An Approach to Automate NCCL Configuration Exploration. In Proceedings of APNet 2023, poster.
  2. 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.
  3. 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.
  4. 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

  1. [2023.01 - ] Huawei, Advised by Zhang Jingyi, Researcher of ML workload modeling.
  2. [2022.07 - 2022.12] Pengcheng Lab, Advised by Wang Bingqiang, Researcher of Large-scale model training.

Projects

  1. MiniGpustat: A fine-grained Python application for querying gpu utilization
  2. EyeTrack: A mobile player based on eye tracking technology for operation

Teaching

Teaching Assistant, Computer Networks, NJU, Spring, 2022

Last Updated

March 1, 2024.