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How am i going to take backup for my kubeflow pipeline and restore it if the installing is failed or the eks cluster is destroyed. i have some finding to get the image of the vanila i am using for database and find out how to take backup and restore but i didnt have any luck so far.

  • i have e kubflow running on aws eks cluster

  • and i have 15/16 kubeflow pipeline running

  • i used vanilla for database so now i need yours help to know how to backup the pipelines and restore the kubeflow pipeline if anything happens to the kubeflow or eks.

1 Answers1

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If you inspect the Kubeflow manifest file, you'll see the list of dependencies it has. The largest one is the database. For those on AWS, you can use RDS as a target for running the database rather than a self-hosted one in Kubernetes.

You can see the instructions for that here.

I used to be the Product Manager for Open Source MLOps at AWS and my team wrong that post.

regularlearner
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