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.
|10/18/2021||Dr. Wang will serve as a PC member of the 31st ACM The Web Conference 2022 (TheWebConf).|
|08/27/2021||Our work “Siren: Byzantine-robust Federated Learning via Proactive Alarming” has been accepted by SoCC 2021.|
|07/22/2021||Our work “Self-Supervised Vessel Segmentation via Adversarial Learning” has been accepted by ICCV 2021.|
- SoCCDynamic and Decentralized Global Analytics via Machine LearningIn Proceedings of the ACM Symposium on Cloud Computing 2018
- INFOCOMDistributed Machine Learning with a Serverless ArchitectureIn IEEE International Conference on Computer Communications (INFOCOM) 2019
- INFOCOMOptimizing Federated Learning on Non-IID Data with Reinforcement LearningIn IEEE International Conference on Computer Communications (INFOCOM) 2020