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jimangel

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A Practical Guide to Running Nvidia GPUs on Kubernetes

jimangel.io
1 points·by jimangel·2 yıl önce·0 comments

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jimangel
·2 yıl önce·discuss
There's a lot of noise when trying to learn the advanced features of each cloud provider's "way of doing XYZ." I think it helps to focus on the things worth protecting: secrets, credentials, code.

Who has access? How do we audit / rotate? How do we secure?

You can use this approach for each step along the way, how to secure secrets in your cloud? code? IaC? container deployments? CI/CD?

If we assume infra / app is code, the tooling matters a lot less. How do you provision certificates via IaC? How do you grant IAM to resources and how do you revoke?

There are examples like https://github.com/terraform-google-modules/terraform-exampl... of more advanced IaC architectures, but you can start as small or as complex as you want and evolve if done properly.

Personally, I love me some Kubernetes + ArgoCD (GitOps) + Google Workload Identity + Google Secret Manager, but I am 100% biased.