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https://issues.apache.org/jira/browse/HBASE-3434?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12979629#action_12979629
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Jonathan Gray commented on HBASE-3434:
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That will only work if the working set of counters will fit in memory.  When 
that is no longer the case is generally when you also see a rapid decline in 
performance and throughput.

Also, the in-memory setting is not "in memory only" but just gives blocks from 
that family a higher priority in the LRU.

> ability to increment a counter without reading original value from storage
> --------------------------------------------------------------------------
>
>                 Key: HBASE-3434
>                 URL: https://issues.apache.org/jira/browse/HBASE-3434
>             Project: HBase
>          Issue Type: Improvement
>          Components: client, regionserver
>            Reporter: dhruba borthakur
>            Assignee: dhruba borthakur
>
> There are a bunch of applications that do read-modify-write operations on 
> HBase constructs, e.g  a counter; The counter value has to be read in from 
> hdfs before it can be incremented.  We have an application where the number 
> of increments on a counter far outnumbers the number of times the counter is 
> used or read. For these type of applications, it will be very beneficial to 
> not have to read in the counter from disk before it can be incremented.

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