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.
|01/13/2022||Our work “Accelerating Serverless Computing by Harvesting Idle Resources” has been accepted by ACM WebConf 2022. Congratulations to Hanfei!|
|12/22/2021||Dr. Wang received the Single Investigator Award from the Louisiana Materials Design Alliance (LAMDA) Seed Funding 2021-22 for “Optimizing Addictive Manufacturing with Deep Reinforcement Learning.” Thanks to BoR.|
|12/01/2021||Two papers are accepted by AAAI 2022.|
- SoCCDynamic and Decentralized Global Analytics via Machine LearningIn Proceedings of the ACM Symposium on Cloud Computing 2018
- INFOCOMOptimizing Federated Learning on Non-IID Data with Reinforcement LearningIn IEEE International Conference on Computer Communications (INFOCOM) 2020
- WebConfAccelerating Serverless Computing by Harvesting Idle ResourcesIn Proceedings of the ACM Web Conference (WebConf) 2022
- AAAISeizing Critical Learning Periods in Federated LearningIn Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022