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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2014/08/05 08:12:12 UTC
[jira] [Commented] (SPARK-2503) Lower shuffle output buffer
(spark.shuffle.file.buffer.kb)
[ https://issues.apache.org/jira/browse/SPARK-2503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14085857#comment-14085857 ]
Apache Spark commented on SPARK-2503:
-------------------------------------
User 'rxin' has created a pull request for this issue:
https://github.com/apache/spark/pull/1781
> Lower shuffle output buffer (spark.shuffle.file.buffer.kb)
> ----------------------------------------------------------
>
> Key: SPARK-2503
> URL: https://issues.apache.org/jira/browse/SPARK-2503
> Project: Spark
> Issue Type: Improvement
> Components: Shuffle, Spark Core
> Reporter: Reynold Xin
> Assignee: Reynold Xin
> Labels: stability
>
> Each shuffle output stream uses a 100KB buffer. This is simply too large. For 10k reducers, 32 cores, that adds up to 32GB in buffer alone.
> The change is simple, but we should make sure there isn't much performance regression when lowering the buffer size.
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