[jira] [Assigned] (HIVE-1721) use bloom filters to improve the performance of joins

["Namit Jain (Assigned) (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/HIVE-1721?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Namit Jain reassigned HIVE-1721:
--------------------------------

    Assignee:     (was: J. Andrew Key)
    
> use bloom filters to improve the performance of joins
> -----------------------------------------------------
>
>                 Key: HIVE-1721
>                 URL: https://issues.apache.org/jira/browse/HIVE-1721
>             Project: Hive
>          Issue Type: New Feature
>          Components: Query Processor
>            Reporter: Namit Jain
>              Labels: gsoc, gsoc2012, optimization
>
> In case of map-joins, it is likely that the big table will not find many matching rows from the small table.
> Currently, we perform a hash-map lookup for every row in the big table, which can be pretty expensive.
> It might be useful to try out a bloom-filter containing all the elements in the small table.
> Each element from the big table is first searched in the bloom filter, and only in case of a positive match,
> the small table hash table is explored.

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