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Posted to issues@tez.apache.org by "Siddharth Seth (JIRA)" <ji...@apache.org> on 2015/01/08 00:09:38 UTC
[jira] [Updated] (TEZ-946) Tez loses buffer-cache performance by
running interleaved vertexes
[ https://issues.apache.org/jira/browse/TEZ-946?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Siddharth Seth updated TEZ-946:
-------------------------------
Target Version/s: 0.7.0
> Tez loses buffer-cache performance by running interleaved vertexes
> ------------------------------------------------------------------
>
> Key: TEZ-946
> URL: https://issues.apache.org/jira/browse/TEZ-946
> Project: Apache Tez
> Issue Type: Bug
> Reporter: Gopal V
> Attachments: union-10.svg
>
>
> For a task which has multiple reduce vertexes running to generate UNION ops, the current Tez behaviour causes bad cache performance as well as bad perf with the object registry.
> The map spill files get paged in and out of cache, when I was running a large query which had multiple reducers pulling data off different shuffle edges at the same time.
> Along with this, whenever a map-join vertex is interleaved with a reducer vertex, the map-join hashtable gets dropped in the transition.
> It would be beneficial to schedule the vertexes at the same level with some priority so that we finish them faster through better buffer-cache hit-rate and object-registry hit-rate.
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