Chaoliang received his Ph.D. degree in 2023 from Hong Kong University of Science and Technology (HKUST), supervised by Prof. Kai Chen. His research interests are datacenter networking, hardware acceleration, and machine learning systems.

Before joining HKUST, Chaoliang received his B.S. degree with Outstanding Graduate Award in 2018 from University of Science and Technology of China (USTC).

Selected Publications (Google Scholar)

1. Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA
   Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
   USENIX Security 2024

2. Enabling Load Balancing for Lossless Datacenters
   Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
   IEEE ICNP 2023

3. Towards Fine-grained and Practical Flow Control for Datacenter Networks
   Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen
   IEEE ICNP 2023

4. SRNIC: A Scalable Architecture for RDMA NICs
   Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo
   USENIX NSDI 2023 [Paper]

5. Spine: An Efficient DRL-based Congestion Control with Ultra-low Overhead
   Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
   ACM CoNEXT 2022 [Paper]

6. LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath
   Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
   ACM SIGCOMM 2022 [Paper]

7. FAERY: An FPGA-accelerated Embedding-based Retrieval System
   Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo
   USENIX OSDI 2022 [Paper]

8. Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud
   Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
   IEEE S&P 2022 [Paper]

9. Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
   Chaoliang Zeng, Layong Luo, Teng Zhang, Zilong Wang, Luyang Li, Wenchen Han, Nan Chen, Lebing Wan, Lichao Liu, Zhipeng Ding, Xiongfei Geng, Tao Feng, Feng Ning, Kai Chen, Chuanxiong Guo
   USENIX NSDI 2022 [paper]

Experiences

1. Hardware R&D Intern - FPGA at ByteDance (Jun 2020 - Dec 2021)

Services

1. IEEE/ACM Transactions on Networking (ToN), Reviewer, 2022