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https://issues.apache.org/jira/browse/HBASE-14921?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15388017#comment-15388017
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Anoop Sam John commented on HBASE-14921:
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When the compaction of 3 or more segments can not really remove 
duplicate/deleted cells, why you think we need to compact it?  Just to make the 
tail of the pipeline grow bigger?  
Ya rather than compact a segment with another in pipeline immediately after the 
second one comes in might not be needed.  The compaction can kick start at some 
interval (may be based on #segments in pipeline)

> Memory optimizations
> --------------------
>
>                 Key: HBASE-14921
>                 URL: https://issues.apache.org/jira/browse/HBASE-14921
>             Project: HBase
>          Issue Type: Sub-task
>    Affects Versions: 2.0.0
>            Reporter: Eshcar Hillel
>            Assignee: Anastasia Braginsky
>         Attachments: CellBlocksSegmentInMemStore.pdf, 
> CellBlocksSegmentinthecontextofMemStore(1).pdf, HBASE-14921-V01.patch, 
> HBASE-14921-V02.patch, HBASE-14921-V03.patch, HBASE-14921-V04-CA-V02.patch, 
> HBASE-14921-V04-CA.patch, HBASE-14921-V05-CAO.patch, 
> HBASE-14921-V06-CAO.patch, InitialCellArrayMapEvaluation.pdf, 
> IntroductiontoNewFlatandCompactMemStore.pdf
>
>
> Memory optimizations including compressed format representation and offheap 
> allocations



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