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Explore highly available (HA) serving, a key feature introduced in Ray 2.0, in this informative 34-minute talk from Anyscale. Dive into the architecture and functionality of HA serving within single Ray clusters, which eliminates single points of failure and enhances efficiency. Learn how this advancement reduces disruption during head-node failures and improves overall cluster performance. Discover the practical aspects of deploying HA serving in Ray 2.0, and gain insights into its supported functionality. Perfect for developers and system architects looking to optimize their online serving workloads using Ray Serve.
Syllabus
Highly available architectures for online serving in Ray
Taught by
Anyscale