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
05/16/2023 |
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04/18/2023 |
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03/22/2023 |
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02/28/2023 |
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02/06/2023 |
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Selected Publications
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AAAIDeFL: Defending Against Model Poisoning Attacks in Federated Learning via Critical Learning Periods AwarenessIn Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023
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HPDCLibra: Harvesting Idle Resources Safely and Timely in Serverless ClustersIn Proceedings of the International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2023
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KDDCriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated LearningIn Proceedings of the ACM Special Interest Group on Knowledge Discovery and Data Mining (KDD) 2023
Sponsors