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https://issues.apache.org/jira/browse/GIRAPH-314?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13454725#comment-13454725
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Maja Kabiljo commented on GIRAPH-314:
-------------------------------------

Sorry that I keep asking about this, but here is the thing I'm trying to get to 
with your problem size discussion: is above described combiner together with 
limiting number of open requests (but still everything in-core) a good 
alternative to this solution, and if not why not? Amortizing says convert 
messages to these maps every once in a while - that's what combiner could do. 
And amortizing says wait for part of messages to be processed before 
sending/receiving new ones - that's what limiting number of open requests does.
                
> Implement better message grouping to improve performance in 
> SimpleTriangleClosingVertex
> ---------------------------------------------------------------------------------------
>
>                 Key: GIRAPH-314
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-314
>             Project: Giraph
>          Issue Type: Improvement
>          Components: examples
>    Affects Versions: 0.2.0
>            Reporter: Eli Reisman
>            Assignee: Eli Reisman
>            Priority: Trivial
>             Fix For: 0.2.0
>
>         Attachments: GIRAPH-314-1.patch, GIRAPH-314-2.patch, 
> GIRAPH-314-3.patch, GIRAPH-314-4.patch
>
>
> After running SimpleTriangleClosingVertex at scale I'm thinking the 
> sendMessageToAllEdges() is pretty in the code, but its not a good idea in 
> practice since each vertex V sends degree(V)^2 messages right in the first 
> superset in this algorithm. Could do something with a combiner etc. but just 
> grouping messages by hand at the application level by using 
> IntArrayListWritable again does the trick fine.
> Probably should have just done it this way before, but 
> sendMessageToAllEdges() looked so nice. Sigh. Changed unit tests to reflect 
> this new approach, passes mvn verify and cluster, etc.

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