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https://issues.apache.org/jira/browse/GIRAPH-357?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13470447#comment-13470447
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Alessandro Presta commented on GIRAPH-357:
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This change only helps when a lot of vertices have only one incoming message, 
right? Because this event (originalMessageCount = 0) only happens when the 
first message is received.

I remember playing a bit with that number (combining only every X messages) and 
not seeing any significant speedup, although intuition says we should.
If you have better evidence that it helps, we could even make the size 
configurable with a default of 10 or something. You could try running some 
benchmarks with different values and post the results.

                
> Don't try to combine if there is only one message
> -------------------------------------------------
>
>                 Key: GIRAPH-357
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-357
>             Project: Giraph
>          Issue Type: Improvement
>            Reporter: Maja Kabiljo
>            Assignee: Maja Kabiljo
>         Attachments: GIRAPH-357.patch
>
>
> In SendMessageCache, we call combiner even if we have just one message. 
> Combining is kind of expensive since we recreate the message object and the 
> list. With default settings and bigger graph, for PageRankBenchmark there is 
> 10-15% superstep speedup if we don't call it when we have a single message.

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