Xiaoxin Bai

LPBS: A RL-PPO Driven K8S Batch Processing Task Scheduler

In modern cloud environments, batch processing tasks are extensively deployed on Kubernetes. However, under resource-constrained conditions, only partial Pods from a batch may be successfully deployed, violating the consistency principle required for batch tasks. In this work, we model the schedulin…