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https://issues.apache.org/jira/browse/HBASE-3484?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13850170#comment-13850170
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Lars Hofhansl commented on HBASE-3484:
--------------------------------------

>From [~mcorgan]...
bq. I've been pondering how to better compact the data in the memstore. 
Sometimes we see a 100MB memstore flush that is really 10MB of KeyValues, which 
gzips to like 2MB, meaning there is a ton of pointer overhead.

This should better now. In various patches I removed:
* caching of the row key (HBASE-7279)
* caching of the timestamp (HBASE-7279)
* caching of the KV length (HBASE-9956)

That saves 12 bytes + sizeOf(rowKey) for each KeyValue in the memstore.
The KV in memory overhead now is: 56 bytes. (the memstoreTS is also stored in 
the HFiles).


> Replace memstore's ConcurrentSkipListMap with our own implementation
> --------------------------------------------------------------------
>
>                 Key: HBASE-3484
>                 URL: https://issues.apache.org/jira/browse/HBASE-3484
>             Project: HBase
>          Issue Type: Improvement
>          Components: Performance
>    Affects Versions: 0.92.0
>            Reporter: Todd Lipcon
>            Priority: Critical
>         Attachments: WIP_HBASE-3484.patch, hierarchical-map.txt, 
> memstore_drag.png
>
>
> By copy-pasting ConcurrentSkipListMap into HBase we can make two improvements 
> to it for our use case in MemStore:
> - add an iterator.replace() method which should allow us to do upsert much 
> more cheaply
> - implement a Set directly without having to do Map<KeyValue,KeyValue> to 
> save one reference per entry
> It turns out CSLM is in public domain from its development as part of JSR 
> 166, so we should be OK with licenses.



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