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A Change-Data-Capture use-case: designing an evergreen cache

Talkat Data Love 2021 · on Friday, 2021-04-16· [data-engineering, databases]
slides:none on file

Claims that Change-Data-Capture keeps a cache evergreen by wiring database binlog events directly into the cache rather than using TTLs or fragile triggers. Implementation uses Debezium connectors to read MySQL/Postgres binlogs and a Hazelcast Jet pipeline that maps insert/update/delete events to cache operations and writes updates into Hazelcast cache in memory. Demo shows the pipeline catching changes that occurred before it started, avoids DB-side C++ hooks, and preserves existing applications and schemas.

AI-written summary · about

  1. 0:00Introduction
  2. 1:31Why cache data
  3. 10:20Cache invalidation challenges
  4. 16:21Change data capture basics
  5. 23:48Debezium for CDC
  6. 25:56Hazelcast Jet overview
  7. 29:45Evergreen cache design
  8. 33:13Demo setup
  9. 36:02Running the pipeline
  10. 39:18Summary and resources
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