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Add KubeRay related blogs
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tedhtchang committed Jun 7, 2023
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KubeRay is a powerful, open-source Kubernetes operator that simplifies the deployment and management of [Ray](https://github.com/ray-project/ray) applications on Kubernetes. It offers several key components:

**KubeRay core**: This is the official, fully-maintained component of KubeRay that provides three custom resource definitions, RayCluster, RayJob, and RayService. These resources are designed to help you run a wide range of workloads with ease.

* **RayCluster**: KubeRay fully manages the lifecycle of RayCluster, including cluster creation/deletion, autoscaling, and ensuring fault tolerance.

* **RayJob**: With RayJob, KubeRay automatically creates a RayCluster and submits a job when the cluster is ready. You can also configure RayJob to automatically delete the RayCluster once the job finishes.
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* [AWS Application Load Balancer](docs/guidance/ingress.md)
* [Nginx](docs/guidance/ingress.md)
* [Prometheus and Grafana](docs/guidance/prometheus-grafana.md)
* [Prometheus and Grafana](docs/guidance/prometheus-grafana.md)
* [Volcano](docs/guidance/volcano-integration.md)
* [MCAD](docs/guidance/kuberay-with-MCAD.md)
* [Kubeflow](docs/guidance/kubeflow-integration.md)

## Blogs

* [AI/ML Models Batch Training at Scale with Open Data Hub](https://cloud.redhat.com/blog/ai/ml-models-batch-training-at-scale-with-open-data-hub)
* [A cloud-native, open-source stack for accelerating foundation model innovation](https://research.ibm.com/blog/openshift-foundation-model-stack)

## Documentation

You can view detailed documentation and guides at [https://ray-project.github.io/kuberay/](https://ray-project.github.io/kuberay/).
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