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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.
