Vishnuvardhan Dr. B

ACDO-RL: Safe Reinforcement Learning for Joint Cloud Database Resource and Index Optimization

Operating a cloud database requires continual decisions about compute capacity, memory and physical design under changing workloads, with the goals of meeting a latency service-level objective (SLO) at minimal cost. This paper presents ACDO-RL, a reinforcement learning (RL) framework that controls vCPU scaling, buffer-...