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https://issues.apache.org/jira/browse/HIVE-2206?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yin Huai updated HIVE-2206:
---------------------------
Description:
This issue proposes a new optimizer called Correlation Optimizer, which is used
to merge correlated operations into a single MapReduce job. In current
implementation, correlation optimizer will only try to merge join and
aggregation operators. Will add more later...
The idea is based on YSmart, an SQL-to-MapReduce translator
(http://ysmart.cse.ohio-state.edu/). The paper and slides are also linked
below.
References:
Paper and presentation of YSmart.
Paper:
http://www.cse.ohio-state.edu/hpcs/WWW/HTML/publications/papers/TR-11-7.pdf
Slides: http://sdrv.ms/UpwJJc
was:
References:
Paper and presentation of YSmart.
Paper:
http://www.cse.ohio-state.edu/hpcs/WWW/HTML/publications/papers/TR-11-7.pdf
Presentation: http://sdrv.ms/UpwJJc
> add a new optimizer for query correlation discovery and optimization
> --------------------------------------------------------------------
>
> Key: HIVE-2206
> URL: https://issues.apache.org/jira/browse/HIVE-2206
> Project: Hive
> Issue Type: New Feature
> Components: Query Processor
> Affects Versions: 0.10.0
> Reporter: He Yongqiang
> Assignee: Yin Huai
> Attachments: HIVE-2206.10-r1384442.patch.txt,
> HIVE-2206.11-r1385084.patch.txt, HIVE-2206.12-r1386996.patch.txt,
> HIVE-2206.13-r1389072.patch.txt, HIVE-2206.14-r1389704.patch.txt,
> HIVE-2206.15-r1392491.patch.txt, HIVE-2206.16-r1399936.patch.txt,
> HIVE-2206.1.patch.txt, HIVE-2206.2.patch.txt, HIVE-2206.3.patch.txt,
> HIVE-2206.4.patch.txt, HIVE-2206.5-1.patch.txt, HIVE-2206.5.patch.txt,
> HIVE-2206.6.patch.txt, HIVE-2206.7.patch.txt, HIVE-2206.8.r1224646.patch.txt,
> HIVE-2206.8-r1237253.patch.txt, testQueries.2.q, YSmartPatchForHive.patch
>
>
> This issue proposes a new optimizer called Correlation Optimizer, which is
> used to merge correlated operations into a single MapReduce job. In current
> implementation, correlation optimizer will only try to merge join and
> aggregation operators. Will add more later...
> The idea is based on YSmart, an SQL-to-MapReduce translator
> (http://ysmart.cse.ohio-state.edu/). The paper and slides are also linked
> below.
> References:
> Paper and presentation of YSmart.
> Paper:
> http://www.cse.ohio-state.edu/hpcs/WWW/HTML/publications/papers/TR-11-7.pdf
> Slides: http://sdrv.ms/UpwJJc
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