A Mean-Field Game Approach to Cloud Resource Management with Function ApproximationWeichao MaoHaoran Qiuet al.2022NeurIPS 2022
SIMPPO: A Scalable and Incremental Online Learning Framework for Serverless Resource ManagementHaoran QiuWeichao Maoet al.2022SoCC 2022
Reinforcement learning for resource management in multi-Tenant serverless platformsHaoran QiuWeichao Maoet al.2022EuroMLSys 2022