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derekwin/README.md

Hi there πŸ‘‹

  • ⚑ I am a PhD student from the IIC Laboratory at the School of Computer Science and Technology, Shandong University. My research interests include Data center networking, GPU communication, and heterogeneous communication systems (MLSys).
  • πŸ”­ I received my master's degree from Changchun University of Science and Technology. During my master's studies, my research focused on network protocols (such as multi-path transport protocol and congestion control algorithms) and RL (including how AI technology can empower networks.) : GitHub Repository.
  • πŸ”­ Before my master's, I worked as an independent full stack developer (Django, FastAPI, Vue, and Flutter) and participated in web security CTFs.
  • πŸ”­ My main programming languages are Python, C/C++, and Go.
  • 😊 I am an active contributor to the open-source projects UCCL, OpenEuler#sig-high-performance-network and Kmesh.
  • 🌱 I am passionate and self-motivated when it comes to technology and research.
  • 🌈 Want to be friends? Contact me at Jacelau@outlook.com
  • πŸ‘― Have a great day! :)

History:

  • Robust and friendly congestion control algorithm based on deep reinforcement learning. I have implemented a robust reinforcement learning-based congestion control scheme on both tcp and xquic protocols, and have derived a complete set of software and tools for research in this area. If you are interested, feel free to contact me and admins of https://github.com/NetExperimentEasy.
  • more...

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  1. uccl-project/uccl uccl-project/uccl Public

    UCCL is an efficient communication library for GPUs, covering collectives, P2P (e.g., KV cache transfer, RL weight transfer), and EP (e.g., GPU-driven)

    C++ 1.2k 124

  2. NetExperimentEasy/xquic_forrlcc NetExperimentEasy/xquic_forrlcc Public

    Forked from alibaba/xquic

    XQUIC Library released by Alibaba is a cross-platform implementation of QUIC and HTTP/3 protocol.

    C 1 1

  3. opendev2020/tcp_ql opendev2020/tcp_ql Public

    C 4 1

  4. NetExperimentEasy/DNCCQ-PPO NetExperimentEasy/DNCCQ-PPO Public

    XQUIC-based rl cc framework

    C 26 1

  5. IIC-SIG-MLsys/HMC IIC-SIG-MLsys/HMC Public

    Heterogeneous Memories Communication

    C++ 2 6

  6. OneInfer OneInfer Public

    Inference model all in one.

    Go 5 1