AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems

Haoran Qiu, Weichao Mao, Chen Wang 0039, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer. AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. In Julia Lawall, Dan Williams, editors, 2023 USENIX Annual Technical Conference, USENIX ATC 2023, Boston, MA, USA, July 10-12, 2023. pages 387-402, USENIX Association, 2023. [doi]

Abstract

Abstract is missing.