[jira] [Commented] (PHOENIX-4724) Efficient Equi-Depth histogram for streaming data

["Vincent Poon (JIRA)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/PHOENIX-4724?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16463240#comment-16463240 ] 

Vincent Poon commented on PHOENIX-4724:
---------------------------------------

[~aertoria] check it out

> Efficient Equi-Depth histogram for streaming data
> -------------------------------------------------
>
>                 Key: PHOENIX-4724
>                 URL: https://issues.apache.org/jira/browse/PHOENIX-4724
>             Project: Phoenix
>          Issue Type: Sub-task
>            Reporter: Vincent Poon
>            Assignee: Vincent Poon
>            Priority: Major
>         Attachments: PHOENIX-4724.v1.patch
>
>
> Equi-Depth histogram from http://web.cs.ucla.edu/~zaniolo/papers/Histogram-EDBT2011-CamReady.pdf, but without the sliding window - we assume a single window over the entire data set.
> Used to generate the bucket boundaries of a histogram where each bucket has the same # of items.
> This is useful, for example, for pre-splitting an index table, by feeding in data from the indexed column.
> Works on streaming data - the histogram is dynamically updated for each new value.



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