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Posted to issues@spark.apache.org by "Timothy Chen (JIRA)" <ji...@apache.org> on 2015/01/06 01:10:34 UTC

[jira] [Updated] (SPARK-5095) Support launching multiple mesos executors in coarse grained mesos mode

     [ https://issues.apache.org/jira/browse/SPARK-5095?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Timothy Chen updated SPARK-5095:
--------------------------------
    Component/s: Mesos

> Support launching multiple mesos executors in coarse grained mesos mode
> -----------------------------------------------------------------------
>
>                 Key: SPARK-5095
>                 URL: https://issues.apache.org/jira/browse/SPARK-5095
>             Project: Spark
>          Issue Type: Improvement
>          Components: Mesos
>            Reporter: Timothy Chen
>
> Currently in coarse grained mesos mode, it's expected that we only launch one Mesos executor that launches one JVM process to launch multiple spark executors.
> However, this become a problem when the JVM process launched is larger than an ideal size (30gb is recommended value from databricks), which causes GC problems reported on the mailing list.
> We should support launching mulitple executors when large enough resources are available for spark to use, and these resources are still under the configured limit.



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