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https://issues.apache.org/jira/browse/TEZ-1074?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Rajesh Balamohan updated TEZ-1074:
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Attachment: TEZ-1074-v7.patch
- Send only updated counters
- No changes to HB interval (defaults to 100 ms). However, counters are sent
in HB once per second.
- DAGAM CPU consumption with this patch is around 10-15%.
I tried ProtoBuf implementation as well; but did not included it in the patch
as lots of CPU cycles got wasted in
"TaskStatusUpdateEventProto.parseFrom(eventBytes)".
> DAGAppMaster takes lots of CPU when running a reasonably large job in the
> cluster
> ---------------------------------------------------------------------------------
>
> Key: TEZ-1074
> URL: https://issues.apache.org/jira/browse/TEZ-1074
> Project: Apache Tez
> Issue Type: Bug
> Reporter: Rajesh Balamohan
> Attachments: Screen Shot 2014-04-19 at 7.26.36 PM.png,
> TEZ-1074-v1.patch, TEZ-1074-v2.patch, TEZ-1074-v7.patch
>
>
> - Ran a job which used 200 containers.
> - DAGAppMaster was running at 70% CPU most of the time during the job.
> - Profiling revealed that lots of time was spent on TezEvent.readFields -->
> ... --> TaskStatusUpdateEvent.readFields().
> - Default "tez.task.am.heartbeat.interval-ms.max=100" ms. With 200
> containers, potentially 2000 events (these events have TezCounters) per
> second would be processed by DAGAppMaster.
> With large job, cpu usage of DAGAppMaster can bloat up significantly.
> One option to reduce CPU usage could be to send modified TezCounters in
> TezStatusUpdateEvent.
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