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https://issues.apache.org/jira/browse/KAFKA-12804?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ki Lok Wong reassigned KAFKA-12804:
-----------------------------------

    Assignee: Ki Lok Wong

> In-Memory state store backed by InMemoryKeyValueStore is slow due to 
> synchronizing reads/writes using a single lock.
> --------------------------------------------------------------------------------------------------------------------
>
>                 Key: KAFKA-12804
>                 URL: https://issues.apache.org/jira/browse/KAFKA-12804
>             Project: Kafka
>          Issue Type: Improvement
>          Components: streams
>    Affects Versions: 2.6.2
>            Reporter: Ki Lok Wong
>            Assignee: Ki Lok Wong
>            Priority: Minor
>              Labels: performance, pull-request-available
>   Original Estimate: 2h
>  Remaining Estimate: 2h
>
> Default In-Memory state store (InMemoryKeyValueStore) uses TreeMap as the 
> backing map implementation.  Read/write methods such as get() and put() are 
> synchronized on the same lock hence significantly reducing multi-thread 
> performance.
> https://github.com/a0x8o/kafka/blob/f834be5e73e46805b29df9845bf09be98f91fc09/streams/src/main/java/org/apache/kafka/streams/state/internals/InMemoryKeyValueStore.java#L78



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