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Types of Stream Processing
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Classroom Contents
Chasing the Stream Processing Utopia
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- 1 Intro
- 2 Stream Processing Technologies
- 3 Types of Stream Processing
- 4 Stateless Application: Simple Filtering
- 5 Stateless Application: Data Enrichment
- 6 Stateful Application: Aggregation
- 7 Windowing
- 8 Event Time-Based Processing
- 9 Accuracy
- 10 Exactly Once Processing - Ingestion
- 11 Exactly Once Processing - Pipelined processing
- 12 Scaling Ingestion
- 13 Running Kafka @ Scale
- 14 Kafka Cluster Management Woes Large deployment
- 15 Kafka Cruise Control 1
- 16 Cruise Control Architecture
- 17 Scaling Processing: Challenges
- 18 Typical Bottlenecks in Stream Processing
- 19 Accessing Adjunct Data - Using Remote DB
- 20 Accessing Adjunct Data - Using Local DB
- 21 Maintaining Temporary State : Incremental Checkpoints
- 22 Local State Gotchas!
- 23 And Batch Sources..
- 24 Stream Application in Batch
- 25 Apache Beam
- 26 Tools Ecosystem
