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End-to-end cloud compute for AI/ML (Practical AI #214)
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Docker and Kubernetes Containers
Docker is an amazing piece of technology, but it's quite inefficient in starting containers. Most containers end up having lots of data that's never actually read. We need to deduplicate the content by computing and check some of every file. It's actually sort of similar to how Lambda works. But Lambda is also not fast enough for long-running jobs.
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