KubeRay: A Ray Cluster Management Solution on Kubernetes
Offered By: Anyscale via YouTube
Course Description
Overview
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
Related Courses
Введение в теорию кибернетических системSaint Petersburg State University via Coursera Dynamical System and Control
Indian Institute of Technology Roorkee via Swayam Kyma – A Flexible Way to Connect and Extend Applications
SAP Learning Linear Systems Theory
Indian Institute of Technology Madras via Swayam Introduction to DevOps and Site Reliability Engineering
Linux Foundation via edX