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https://issues.apache.org/jira/browse/FLINK-2142?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17329573#comment-17329573
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Flink Jira Bot commented on FLINK-2142:
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This issue is assigned but has not received an update in 7 days so it has been
labeled "stale-assigned". If you are still working on the issue, please give an
update and remove the label. If you are no longer working on the issue, please
unassign so someone else may work on it. In 7 days the issue will be
automatically unassigned.
> GSoC project: Exact and Approximate Statistics for Data Streams and Windows
> ---------------------------------------------------------------------------
>
> Key: FLINK-2142
> URL: https://issues.apache.org/jira/browse/FLINK-2142
> Project: Flink
> Issue Type: New Feature
> Components: API / DataStream
> Reporter: Gábor Gévay
> Assignee: Gábor Gévay
> Priority: Minor
> Labels: gsoc2015, stale-assigned, stale-minor, statistics,
> streaming
>
> The goal of this project is to implement basic statistics of data streams and
> windows (like average, median, variance, correlation, etc.) in a
> computationally efficient manner. This involves designing custom PreReducers.
> The exact calculation of some statistics (eg. frequencies, or the number of
> distinct elements) would require memory proportional to the number of
> elements in the input (the window or the entire stream). However, there are
> efficient algorithms and data structures using less memory for calculating
> the same statistics only approximately, with user-specified error bounds.
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