Resource Management of Web Applications
03/2019 - Present
μConAdapter: Reinforcement Learning-based Fast Concurrency Adaptation for Microservices in Cloud
Jianshu Liu, Shungeng Zhang and Qingyang Wang
-- Accepted by the ACM SoCC 2023 [DOI]
Sora: A Latency Sensitive Approach for Microservice Soft Resource Adaptation
Jianshu Liu, Qingyang Wang, Shungeng Zhang, Liting Hu, and Dilma Da Silva
-- Accepted by the ACM Middleware 2023 [DOI]
ConScale: Mitigating Large Response Time Fluctuations through Fast Concurrency Adapting in Clouds
Jianshu Liu, Shungeng Zhang, Qingyang Wang and Jinpeng Wei
-- Accepted by the IEEE IPDPS 2020 [DOI]