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KubeRay: A Ray Cluster Management Solution on Kubernetes

Offered By: Anyscale via YouTube

Tags

Kubernetes Courses Distributed Systems Courses Fault Tolerance Courses Cluster Management Courses Batch Processing Courses Autoscaling Courses Ingress Courses Observability Courses KubeRay Courses

Course Description

Overview

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Explore KubeRay, an open-source toolkit for managing Ray clusters and simplifying Ray Application deployments on Kubernetes, in this 25-minute talk. Discover how KubeRay integrates with the Kubernetes ecosystem, including observability, ingress, prototyping, and scheduling. Learn about KubeRay's capabilities such as autoscaling, fault-tolerance, high-availability serving deployment, and batch job management. Examine performance, stability, and scalability benchmarks to understand KubeRay's effectiveness. Gain insights into streamlining Ray cluster management and workload deployment on Kubernetes, addressing common challenges in distributed systems and AI applications.

Syllabus

KubeRay: A Ray cluster management solution on Kubernetes


Taught by

Anyscale

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