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Performance Tuning RocksDB for Kafka Streams’ State Stores

Confluent Blog · published 26 September 2026

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First cited: 1 Feb 2022
Most recent: 1 Feb 2022
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luppeng.wordpress.com

RocksDB in Kafka Streams Require Path at ROCKSDB_SHAREDLIB_DIR or java.io.tmpdir to Be Writable Read at the source ↗

1 Feb 2022

Links from this post

Link

Host

https://kafka.apache.org/documentation/streams/

kafka.apache.org

https://docs.confluent.io/platform/current/streams/monitoring.html

docs.confluent.io

https://cwiki.apache.org/confluence/display/KAFKA/KIP-471%3A+Expose+RocksDB+Metrics+in+Kafka+Streams

cwiki.apache.org

https://cwiki.apache.org/confluence/display/KAFKA/KIP-607%3A+Add+Metrics+to+Kafka+Streams+to+Report+Properties+of+RocksDB

cwiki.apache.org

https://github.com/facebook/rocksdb

github.com

https://rockset.com/blog/how-we-use-rocksdb-at-rockset/

rockset.com

https://jiaweichiu.github.io/articles/2018-12/rocksdb-merge-operators

jiaweichiu.github.io

https://github.com/facebook/rocksdb/wiki/Merge-Operator

github.com

https://rocksdb.org/

rocksdb.org

https://en.wikipedia.org/wiki/Log-structured_merge-tree

en.wikipedia.org

https://en.wikipedia.org/wiki/Bloom_filter

en.wikipedia.org

https://github.com/facebook/rocksdb/wiki/Compaction

github.com

https://github.com/facebook/rocksdb/wiki/Universal-Compaction

github.com

Apache Kafka 4.0 Release: Default KRaft, Queues, Faster Rebalances Read at the source ↗

confluent.io

https://docs.confluent.io/platform/current/streams/developer-guide/memory-mgmt.html

docs.confluent.io

https://github.com/facebook/rocksdb/issues?q=is%3Aissue+is%3Aopen+OOM

github.com

https://docs.confluent.io/platform/current/installation/configuration/consumer-configs.html

docs.confluent.io

Performance Tuning RocksDB for Kafka Streams' State Stores Read at the source ↗

confluent.io