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