Projects

Jace Lau

SATCC-framework

2022年10月 - 2024年05月

Learning based Congestion Control algorithm research development framework for kernel TCP and XQUIC.

oncn-bwm

2023年6月 - 2023年10月

混部场景基于oncn-bwm实现入方向网络QoS能力。

tcp_ql

2021年12月 - 2022年07月

A Congestion Control Algorithm for Dynamic Satellite Networks. I implemented the congestion control algorithm based on q-learning in the Linux kernel TCP.

Rl-env-mininet is an environment for the research of ML/RL-based congestion control algorithms. Researchers can use this environment to conduct distributed reinforcement learning training on real network protocols. We will open source after the environment is further improved.

xquic-forrlcc

2022年11月 - 2024年05月

XQUIC for reinforcement learning research.

doushen

2023年1月 - 2023年2月

The simple tiktok backend developed based on hertz and kitex as a part of the ByteDance youth training camp. Our team won the Best Code Quality Award.