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We are the Intelligent System (IntelliSys) Lab in the Computer Science Engineering Division of Louisiana State University (LSU). Our research bridges machine learning and distributed computing systems by applying innovative machine learning techniques to understand the dynamic performance of distributed computing systems and building new systems with intelligent scheduling algorithms.


News

12/01/2021 Two papers are accepted by AAAI 2022.
11/29/2021 Mr. Roshan Koirala has passed his Master’s degree defense. Congratulations!
11/12/2021 Dr. Wang will serve as a PC member of the 42nd IEEE International Conference on Distributed Computing Systems (ICDCS).

Selected Publications

  1. SoCC
    Dynamic and Decentralized Global Analytics via Machine Learning
    Hao Wang, Di Niu, and Baochun Li
    In Proceedings of the ACM Symposium on Cloud Computing 2018
  2. INFOCOM
    Distributed Machine Learning with a Serverless Architecture
    Hao Wang, Di Niu, and Baochun Li
    In IEEE International Conference on Computer Communications (INFOCOM) 2019
  3. INFOCOM
    Optimizing Federated Learning on Non-IID Data with Reinforcement Learning
    Hao Wang, Zakhary Kaplan, Di Niu, and Baochun Li
    In IEEE International Conference on Computer Communications (INFOCOM) 2020
  4. AAAI
    Seizing Critical Learning Periods in Federated Learning
    Gang Yan, Hao Wang, and Jian Li
    In Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022