aws-samples / machine-learning-using-k8s

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
Apache License 2.0
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Add more advanced use cases #16

Open Jeffwan opened 5 years ago

Jeffwan commented 5 years ago

Kubeflow community is growing fast. This repository covers basic tutorial for users. I think strategy for next step is to

Action items could be

  1. Integration with EKS component, like how to easily setup PV using CSI Plugin, Ingress Controller.
  2. Integration with AWS services, like JupyterHub authentication, logs backend.
  3. Integrated E2E production ready solution. Multi-tenancy support, Traffic management(Istio), metrics and log solution, CI/CD.

Once these things done, we can contribute back to community.

arun-gupta commented 5 years ago

@Jeffwan thanks for the great input. I think each of these usecases would be super relevant and important. Do you want to send PRs for them?

Jeffwan commented 5 years ago

@arun-gupta I will send you a document to review later next week on provision simplification.