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https://issues.apache.org/jira/browse/HBASE-3484?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Jean-Daniel Cryans updated HBASE-3484:
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    Attachment: memstore_drag.png

This is what the slow down currently looks like when using big MemStores. In 
this graph I flush at around 6GB and there's only 1 region per RS. It seems 
that the top speed is 100k/s which happens at the very beginning and it can go 
down to 40k/s.

For those wondering, the dips are caused because we max out our links when the 
flushes happen all at the same time.
                
> 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: 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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