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Ray with Cluster Managers

Note

If you’re using AWS, Azure or GCP you can use the Ray Cluster Launcher to simplify the cluster setup process.

• Deploying on Kubernetes
  • Creating a Ray Namespace
  • Starting a Ray Cluster
  • Running Ray Programs
  • Cleaning Up
  • Using GPUs
  • Questions or Issues?
• Deploying on YARN
  • Skein Configuration
  • Packaging Dependencies
  • Ray Setup in YARN
  • Running a Job
  • Cleaning Up
  • Questions or Issues?
• Deploying on Slurm
  • Walkthrough using Ray with SLURM
  • Python-interface SLURM scripts
  • Examples and templates

Cluster Autoscaling Deploying on Kubernetes