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From "Vincent Poon (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (PHOENIX-4724) Efficient Equi-Depth histogram for streaming data
Date Fri, 04 May 2018 00:10:00 GMT

     [ https://issues.apache.org/jira/browse/PHOENIX-4724?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Vincent Poon updated PHOENIX-4724:
----------------------------------
    Attachment: PHOENIX-4724.v1.patch

> 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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