Community Supported Cluster Managers


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

The following is a list of community supported cluster managers.

Using a custom cloud or cluster manager

The Ray cluster launcher currently supports AWS, Azure, GCP, Aliyun and Kuberay out of the box. To use the Ray cluster launcher and Autoscaler on other cloud providers or cluster managers, you can implement the interface (100 LOC). Once the node provider is implemented, you can register it in the provider section of the cluster launcher config.

  type: "external"
  module: "my.module.MyCustomNodeProvider"
You can refer to AWSNodeProvider, KuberayNodeProvider and

LocalNodeProvider for more examples.