Launching Ray Clusters on AWS, GCP, Azure, vSphere, On-Prem

In this section, you can find guides for launching Ray clusters in various clouds or on-premises.

Table of Contents

• Launching Ray Clusters on AWS
  • Install Ray cluster launcher
  • Install and Configure AWS Python SDK (Boto3)
  • Start Ray with the Ray cluster launcher
  • AWS Configurations
  • Monitor Ray using Amazon CloudWatch
• Launching Ray Clusters on GCP
  • Install Ray cluster launcher
  • Install and Configure Google API Client
  • Start Ray with the Ray cluster launcher
  • GCP Configurations
• Launching Ray Clusters on Azure
  • Using Ray cluster launcher
  • Using Azure portal
• Launching Ray Clusters on vSphere
  • Prepare the vSphere environment
  • Prepare the frozen VM
  • Install Ray cluster launcher
  • Install VMware vSphere Automation SDK for Python
  • Start Ray with the Ray cluster launcher
  • Configure vSAN File Service as persistent storage for Ray AI Libraries
• Launching an On-Premise Cluster
  • Manually Set up a Ray Cluster
  • Using Ray cluster launcher