~/talk

ETL is Dead. Long Live Streams with Apache Kafka

Talkat Highload fwdays'19 · on Saturday, 2019-10-05· [databases]
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Compares traditional ETL pipelines with stream processing using Apache Kafka, explaining why Kafka-based streaming can replace batch ETL. Covers Kafka technologies and patterns for real-time data movement and transformation, and practical approaches to building streaming data pipelines.

AI-written summary · about

  1. 0:00Start
  2. 6:06Data Services Architecture
  3. 7:24Kafka Architecture
  4. 8:00Scalable Consumption
  5. 9:37Logs and Pub/Sub
  6. 11:01Benefits of using Apache Kafka
  7. 12:02Crusty Cupcakes
  8. 13:08Drum Buffer Rope & Theory of Constraints
  9. 14:24Castle Cupcakes
  10. 15:06Apache NiFi. Clustering Configuration
  11. 15:48Apache NiFi Advantages
  12. 16:58KSQL Architecture
  13. 18:33KSQL for Streaming ETL
  14. 19:07Window Types
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