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Talkat Scale By The Bay 2018 · 2018-11-15..11-17· [data-engineering]
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Description of an open source platform that runs ML on Kubernetes called Kubeflow, positioned as a shortcut to avoid building startup-grade infra from scratch, with a concrete recent addition: Kubeflow pipelines announced last week to handle data pipelines. Claims include applying Kubernetes architecture best practices to ML, reuse of standard software dev patterns, and active work to integrate other technologies and solve specific orchestration problems. Also notes early involvement via Scala and Spark and lessons carried into design.

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