Managing Large-Scale Ray Deployments - Cloud, On-Prem, and Kubernetes

Explore the complexities of managing Ray at scale across diverse environments in this Ray Summit 2024 breakout session. Delve into Anyscale's approach to handling millions of cores across Cloud, On-premises, and Kubernetes platforms. Learn about the design principles behind Anyscale's platform, which manages numerous Ray clusters running various workloads in complex settings. Discover insights into three key deployment scenarios: cloud infrastructure management, on-premises deployment using Anyscale Machine Pools, and Kubernetes integration via the Anyscale Operator for Kubernetes. Gain a technical perspective on large-scale distributed computing management, including challenges and solutions for each deployment type. Acquire valuable information relevant to organizations looking to scale their Ray deployments across different infrastructures.