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Interview

Talkat Scale By The Bay 2019 · 2019-11-13..11-15· [machine-learning, kubernetes]
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slides:none on file

A live demo assembles streaming components, scales them on Kubernetes, and plugs an open‑source ML model into an end‑to‑end pipeline that actually runs, showing training and deployment paths with Apache Spark and the Python data stack (TensorFlow/PyTorch mentioned). Discussion names compiling Scala/Java to native for faster startup, and XML scoring libraries for Scala as concrete takeaways. The demo works and highlights integration points, scaling behavior, and where performance gains appear.

AI-written summary · about

  1. 0:00Intro
  2. 0:38What is Scale By The Bay
  3. 1:21Demo
  4. 2:01Team
  5. 3:02Highlights
  6. 3:42Looking forward
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