Hang Zhu


             Hang Zhu

            Research Scientist
            ByteDance@Seattle
       
            E-mail: hangzhu16 [AT] gmail [DOT] com

Bio

I am a Research Scientist in the machine learning system group at ByteDance@Seattle. I obtained my PhD degree from Johns Hopkins University in 2022, advised by Prof. Xin Jin. I received my bachelor's degree from Tsinghua University, China. My current focus is on building large-scale training systems for large language models.

Education

  • Ph. D. in Department of Computer Science, Johns Hopkins University, 2017 - 2022
  • B.E. in Department of Automation, Tsinghua University, 2013 - 2017

    • Publications

  • Klotski: Efficient and Safe Network Migration of Large Production Datacenters
    Yihao Zhao*, Xiaoxiang Zhang*, Hang Zhu, Ying Zhang, Zhaodong Wang, Yuandong Tian, Alex Nikulkov, Joao Ferreira, Xuanzhe Liu, Xin Jin
    SIGCOMM, 2023
    [PDF] [Slides]
  • NetVRM: Virtual Register Memory for Programmable Networks
    Hang Zhu, Tao Wang, Yi Hong, Dan R. K. Ports, Anirudh Sivaraman, Xin Jin
    NSDI, 2022
    [PDF] [Slides]
  • Network Planning with Deep Reinforcement Learning
    Hang Zhu, Varun Gupta, Satyajeet Singh Ahuja, Yuandong Tian, Ying Zhang, Xin Jin
    SIGCOMM, 2021
    [PDF] [Slides(long)] [Slides(short)] [Code]
  • Runtime Recovery of Web Applications under Zero-Day ReDoS Attacks
    Zhihao Bai, Ke Wang, Hang Zhu, Yinzhi Cao, Xin Jin
    S&P, 2021
    [PDF] [Slides(long)] [Slides(short)] [Code]
  • RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers
    Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin
    OSDI, 2020
    [PDF] [Slides(long)] [Slides(short)] [Code]
  • Multitenancy for Fast and Programmable Networks in the Cloud
    Tao Wang, Hang Zhu, Fabian Ruffy, Xin Jin, Anirudh Sivaraman, Dan R. K. Ports, Aurojit Panda
    HotCloud, 2020
    [PDF] [Slides]
  • Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection
    Hang Zhu, Zhihao Bai, Jialin Li, Ellis Michael, Dan R. K. Ports, Ion Stoica, Xin Jin
    VLDB, 2020
    [PDF] [Slides]
  • Neural Packet Classification
    Eric Liang, Hang Zhu, Xin Jin, Ion Stoica
    SIGCOMM, 2019
    [PDF] [Slides] [Code]
  • BitCuts: A Fast Packet Classification Algorithm Using Bit-Level Cutting
    Zhi Liu, Shijie Sun, Hang Zhu, Jiaqi Gao, Jun Li​
    Computer Communications, 2017

    • Services

  • Artifact evaluation program committee: MLSys'23
  • Technical program committee: SIGCOMM'23 Posters/Demos
  • Conference reviewer: INFOCOM'22, INFOCOM'21, INFOCOM'20
  • Journal reviewer: ToN'23, ToCC'21, ToN'21

    • Teaching

  • Teaching Assistant at Johns Hopkins University, Fall 2019
    EN.601.714 Advanced Computer Networks
  • Teaching Assistant at Johns Hopkins University, Spring 2019
    EN.601.414/614 Computer Networks
  • Teaching Assistant at Johns Hopkins University, Spring 2018
    EN.601.414/614 Computer Networks