KubeRay: A Ray cluster management solution on Kubernetes

Managing Ray clusters and workloads on Kubernetes can be challenging. KubeRay provides an open-source toolkit to manage the lifecycle of Ray clusters and simplify the deployment process of Ray Applications on Kubernetes. In this talk, we will talk about:

1. How KubeRay integrates with the Kubernetes ecosystem? (e.g. observability, ingress, prototyping, scheduling)

2. What capabilities exist in KubeRay? (e.g. autoscaling, fault-tolerance, high-available serving deployment, batch job)

3. Performance/Stability/Scalability benchmarks