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https://issues.apache.org/jira/browse/FLINK-7001?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17328751#comment-17328751
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Flink Jira Bot commented on FLINK-7001:
---------------------------------------

This major issue is unassigned and itself and all of its Sub-Tasks have not 
been updated for 30 days. So, it has been labeled "stale-major". If this ticket 
is indeed "major", please either assign yourself or give an update. Afterwards, 
please remove the label. In 7 days the issue will be deprioritized.

> Improve performance of Sliding Time Window with pane optimization
> -----------------------------------------------------------------
>
>                 Key: FLINK-7001
>                 URL: https://issues.apache.org/jira/browse/FLINK-7001
>             Project: Flink
>          Issue Type: Improvement
>          Components: API / DataStream
>            Reporter: Jark Wu
>            Priority: Major
>              Labels: stale-major
>
> Currently, the implementation of time-based sliding windows treats each 
> window individually and replicates records to each window. For a window of 10 
> minute size that slides by 1 second the data is replicated 600 fold (10 
> minutes / 1 second). We can optimize sliding window by divide windows into 
> panes (aligned with slide), so that we can avoid record duplication and 
> leverage the checkpoint.
> I will attach a more detail design doc to the issue.
> The following issues are similar to this issue: FLINK-5387, FLINK-6990



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