Apache Kafka / Advanced: atomic processing and recovery design

Apache Kafka β€” Advanced: atomic processing and recovery design

Review transactional processing, stateful topologies, integration and deployment boundaries.

6 lessons Β· No account required

What you will learn

  • State transaction, Streams and Connect guarantees precisely.
  • Evaluate access, capacity and recovery from measured requirements.

  1. Transactions, isolation and fencing

    Link Kafka output with consumed offsets while stating the exact boundary of atomicity.

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  2. Streams state, windows and late data

    Connect Kafka Streams topology decisions to keys, time, local state and recovery.

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  3. Connect, converters and change capture

    Separate connector responsibilities from worker runtime, serialization and external-system guarantees.

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  4. Listeners, authentication and authorization

    Separate network reachability, authenticated identity and resource permissions when reviewing Kafka access.

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  5. Capacity, partitions and storage budgets

    Estimate bounded resource requirements and identify the assumptions that require real evidence.

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  6. Recovery, upgrades and cross-cluster replay

    Build a recovery plan that distinguishes retained data, metadata compatibility and destination correctness.

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