~/talk

Real-time Data Processing with Cloud Dataflow

TalkinPortugueseat GDG Campinas Data Fest 2017 · on Tuesday, 2017-09-26· [data-engineering, machine-learning]
slides:none on file

Covers using Google Cloud technologies—especially Cloud Dataflow—to process large volumes of real-time data for games, apps, and IoT sensor scenarios. Presents architectures and Google Cloud tools that simplify building real-time data-processing solutions.

AI-written summary · about

  1. 0:00Introduction to processing
  2. 3:00What is real-time processing
  3. 8:05Apache Beam model
  4. 11:58Transformations and collections
  5. 16:32Windows and aggregations
  6. 19:44Watermarks and triggers
  7. 26:22Late events and handling
  8. 31:23Data accumulation and discard
  9. 32:52Cloud Dataflow platform
  10. 34:00Demo: Traffic simulator
  11. 39:19Resources and next steps
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