Akka Streams for High Throughput Data Processing

Akka Streams for High Throughput Data Processing

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Intro

1 of 20

1 of 20

Intro

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Akka Streams for High Throughput Data Processing

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  1. 1 Intro
  2. 2 Scale of Data at Credit Karma
  3. 3 Data Warehouse Import
  4. 4 Warehouse import problems
  5. 5 Akka Streams for Fun and Profit
  6. 6 Akka Streams. Easy to Unit Test
  7. 7 Akka Streams Built-in Stages
  8. 8 Warehouse Import with Streams
  9. 9 Warehouse Import Stream Code
  10. 10 Analytics Export with Streams
  11. 11 Analytics Export Stream Code
  12. 12 Analytics Export Heap Space Pull
  13. 13 Warehouse Import Garbage Collection
  14. 14 Benchmarking Setup
  15. 15 Benchmarking test Baseline Test, read parse XML
  16. 16 Benchmarking Results
  17. 17 Benchmarking Code - Akka Actors
  18. 18 Benchmarking Code - Akka Streams
  19. 19 Garbage Collection Times
  20. 20 Learnings

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