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From "Pavan Kumar (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (GIRAPH-874) Specialized byte array partitions
Date Mon, 09 Jun 2014 01:46:02 GMT

    [ https://issues.apache.org/jira/browse/GIRAPH-874?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14021515#comment-14021515
] 

Pavan Kumar commented on GIRAPH-874:
------------------------------------

well as u can see, there is a lot of un-necessary code duplication between the classes. It
could be abstracted out much nicely.
[~cmartella] pl commit it by verifying correctness for now.
it can be refactored later, 
I found a nice abstraction for GIRAPH-873 as well which looks much better than current implementation
which is already committed.
So creating a task for future, I'll complete it when I find time.

> Specialized byte array partitions
> ---------------------------------
>
>                 Key: GIRAPH-874
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-874
>             Project: Giraph
>          Issue Type: Improvement
>          Components: graph
>    Affects Versions: 1.1.0
>            Reporter: Craig Muchinsky
>         Attachments: GIRAPH-874-2.patch, GIRAPH-874.patch
>
>
> While doing some performance tuning I discovered that loading byte array partitions was
performing slower than expected. I found that the extra time was being spent allocating a
new vertex object for each distinct vertexId encountered (because vertexId object is the map
key). Similar to GIRAPH-704, the use of primitive maps can provide significant performance
benefit in this situation. By using a primitive map, the vertex object on the VertexIterator
can be reused perpetually because the vertexId object isn't used as the map key.
> When processing a large graph with 4B vertices the worker vertices requests were taking
~15 seconds each, but after implementing the above suggestion that number dropped down sub-second.



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