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How A Manager Became a Believer in DevOps for Machine Learning // Keith Trnka // MLOps Podcast #152

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CHAPTER

How to Migrate to AWS for Machine Learning Services

We were having some trouble was applicable to so sometimes deployments would fail for kind of mysterious reasons the Docker registry we were using for it would also sometimes fail in mysterious region ways. The team tested that they could do it deploy and revert with zero downtime like in a lower environment but updating DNS records isn't fast enough. I think what we ended up doing is switching the DNS to a layer of indirection that we could update quickly and then we were able to switch that essentially pointer much more quickly than before. That's particularly challenging because we're going from after all the AWS and we needed to keep the DNS the sameThen right now you can switch the DNS from pointing to ones from one server to

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