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
Technical program committee: NSDI'25, SIGCOMM'23 Posters/Demos
Artifact evaluation program committee: MLSys'23
Conference reviewer: INFOCOM'22, INFOCOM'21, INFOCOM'20
Journal reviewer: ToN'23, ToCC'21, ToN'21