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Update _posts/2026-01-08-measuring-debezium-server-performance-mysql-streaming.adoc
Co-authored-by: roldanbob <23705736+roldanbob@users.noreply.github.com> Signed-off-by: Alvar Viana Gomez <alvigo92@gmail.com>
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_posts/2026-01-08-measuring-debezium-server-performance-mysql-streaming.adoc

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Optimizing table structures will often yield greater benefits than tuning Debezium itself.
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3. *Treat the database as the primary throughput limiter.* The benchmark shows that Debezium Server can keep up with MySQL in near real time and that overall throughput is bounded by database's write capacity.
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Performance efforts should therefore focus first on the database before attempting to optimize the CDC layer.
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4. *Scale architecture complexity only when necessary.* Kafka, Kubernetes and distributed CDC topologies are powerful but introduce non-trivial operational overhead. For lightweight or well-bounded workloads, Debezium Server alone is often sufficient and easier to operate.
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4. *Scale architectural complexity only when necessary.* Kafka, Kubernetes and distributed CDC topologies are powerful but introduce non-trivial operational overhead. For lightweight or well-bounded workloads, Debezium Server alone is often sufficient and easier to operate.
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More complex architectures should be adopted only when clear scalability, availability or integration requirements justify them.
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In summary, Debezium Server emerges as a simple, efficient and high-performance CDC solution that challenges the assumption that Kafka-centric or Kubernetes-based architectures are always required.

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