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From Apache Kafka to Confluent Cloud: Optimizing for Speed, Scale, and Storage

Confluent Blog · published 26 September 2026

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Design Considerations for Cloud-Native Data Systems Read at the source ↗

confluent.io

Making Kafka Serverless: Lessons From Confluent Cloud Read at the source ↗

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Cloud-Native, Multi-Tenant Apache Kafka with Confluent Cloud Read at the source ↗

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How Confluent Ensures Data Integrity for 8 Trillion Kafka Messages Per Day Read at the source ↗

confluent.io

https://github.com/apache/kafka/blob/db3e5e2c0de367ffcfe4078359d6d208ba722581/TROGDOR.md

github.com

https://github.com/apache/kafka/tree/db3e5e2c0de367ffcfe4078359d6d208ba722581/tests/spec

github.com

https://lwn.net/Articles/776703/

lwn.net

https://lkml.org/lkml/2008/11/23/160

lkml.org

https://docs.oracle.com/en/java/javase/11/gctuning/garbage-first-garbage-collector-tuning.html

docs.oracle.com

https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics/

datadoghq.com

https://github.com/jvm-profiling-tools/async-profiler

github.com

https://issues.apache.org/jira/browse/KAFKA-12207

issues.apache.org

Infinite Storage in Kafka: Unlimited Retention in Confluent Cloud Read at the source ↗

confluent.io

https://gist.github.com/ijuma/664abe8922ef64426c6cf221f579d71c

gist.github.com

https://issues.apache.org/jira/browse/KAFKA-7283

issues.apache.org

https://cwiki.apache.org/confluence/display/KAFKA/KIP-263:+Allow+broker+to+skip+sanity+check+of+inactive+segments+on+broker+startup

cwiki.apache.org

https://github.com/apache/kafka/commit/922a95a18d6cf7ead03642bd422409fe922cccfc

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https://openjdk.java.net/jeps/307

openjdk.java.net

Start for free on Confluent Cloud Read at the source ↗

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Confluent Cloud Promo Disclaimer Read at the source ↗

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Start for free on Confluent Cloud Read at the source ↗

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