This blog documents the steps to set up a reproducible environment for Fairseq2.

When working with Nvidia drivers on Linux, you may encounter a version mismatch between the Nvidia kernel module and the installed library. This can prevent the GPU from functioning properly without a system reboot. In this guide, I walk through the process of manually unloading and reloading the Nvidia kernel modules to resolve the issue without restarting the machine.

I've conducted lots of emulated networking experiments using VPP (Vector Packet Processing). Recently I've come across one whitepaper a while ago that very well describes the design of VPP. This blog documents some lessons learned from this paper as well as from my previous experience with VPP and high-speed software data-plane. Hopefully it can be helpful for folks!

To collaborate with folks on a shared server, some simplistic setups are noted down here. This case applies for people who prefer zsh to bash, and you are the only one using zsh on the machine.

Though I would very much like to attend NeurIPS 2022 this year, with my French visa expiring by the end of November and without a valid US visa in hand (imagine the queue length in Paris of the US visa application process), it is highly unlikely that I will attend NeurIPS physically... However, as demanded by NeurIPS' committee, I have recorded a brief presentation (5 min) of our paper in Paris, which is now available on YouTube, BiliBili, and SlidesLive. Feel free to check it out! My buddy Zihan (also my co-author) will attend the conference in person though. Hopefully you will encounter him and have some interesting discussions in New Orleans in the US!

Throughout the whole summer vacation, I have been waiting for this moment. Finally! My collaboration with my friend Zihan, who is pursuing his PhD at Princeton University, is acknowledged and accepted in the main conference of the 36th Conference on Neural Information Processing Systems (NeurIPS). It's like a dream come true.

A second journal publication, which contains lots of my efforts throughout my 3 years of PhD. The machine is ready to boost Machine-Learning-related studies in the networking community.

中秋节写于布列塔尼的一座孤岛

Glad to announce that, together with my friend at Princeton University, I have pushed a paper on multi-agent reinforcement learning algorithms for load balancing problems to CIKM.

Our networking feature collection and exploitation platform built on top of VPP will be presented in MASCOTS 2022 in Nice, France.