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Spring Kafka beyond the basics - Lessons learned on our Kafka journey at ING Bank

Talkat Spring I/O 2022 · 2022-05-26..05-27· [spring]
slides:none on file

ING runs Kafka in production for 7+ years with ~5,000 topics, ~500k msgs/sec and >800 dev teams; demos show a local cluster + schema registry, console producer creating poison pills, and spring-kafka fixes that use the ErrorHandlingDeserializer and publishing to a dead letter topic to avoid log storms. Exception handling uses configurable retries and backoffs. Testing shifts from EmbeddedKafka to the Kafka Streams topology test driver and Testcontainers. Metrics use Micrometer + Prometheus and distributed tracing via Sleuth/Zipkin.

AI-written summary · about

  1. 0:00Introduction
  2. 3:47Kafka in a nutshell
  3. 7:44Spring for Apache Kafka
  4. 13:35Scenario: Poison Pill (Deserialization exception)
  5. 25:43Scenario: Lack of proper exception handling
  6. 32:18Testing
  7. 37:30Monitoring
  8. 42:12Lessons learned
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