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Talkat Scale By The Bay 2018 · 2018-11-15..11-17· [data-engineering, open-source]
slides:none on file

Builds and contributes to Apache Spark at Google and works across Airflow, SystemML, and Mahout, focusing on practical data pipelines that run in cloud environments. Argues that many teams skip adequate testing in cloud because service mocks are hard to create, so pushes concrete strategies to validate pipelines before production. Credits Scala and functional programming for enabling reliable pipeline code and describes real-world tradeoffs when shipping big data systems.

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