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https://issues.apache.org/jira/browse/GIRAPH-185?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13259841#comment-13259841
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Avery Ching commented on GIRAPH-185:
------------------------------------

Since we only allocate one ConcurrentHashMap per worker, the empty overhead 
isn't a concern.  If however, the per element memory cost of a entry into the 
concurrent hash map is much more expensive then I would definitely be worried.  
We can also tune the concurrency level (default 16) to a reasonable tradeoff.
                
> Improve concurrency of putMsg / putMsgList
> ------------------------------------------
>
>                 Key: GIRAPH-185
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-185
>             Project: Giraph
>          Issue Type: Improvement
>          Components: graph
>    Affects Versions: 0.2.0
>            Reporter: Bo Wang
>            Assignee: Bo Wang
>             Fix For: 0.2.0
>
>         Attachments: GIRAPH-185.patch
>
>   Original Estimate: 2h
>  Remaining Estimate: 2h
>
> Currently in putMsg / putMsgList, a synchronized closure is used to protect 
> the whole transientInMessages when adding the new message. This lock prevents 
> other concurrent calls to putMsg/putMsgList and increases the response time. 
> We should use fine-grain locks to allow high concurrency in message 
> communication.

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