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https://issues.apache.org/jira/browse/GIRAPH-26?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13465192#comment-13465192
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Eli Reisman commented on GIRAPH-26:
-----------------------------------

That sounds great, I'd really like to get this committed. The COLT thing is a 
good point, I am not sure if Sean is directly involved or on the mailing lists 
right now as far as updating to the Mahout libs. Sean, are you out there? I 
could try it, but I'm not mathy enough a present to know if I'm damaging it in 
the process. Anyone want to have a swipe at fixing it for him?

                
> Improve PseudoRandomVertexInputFormat to create a more realistic synthetic 
> graph (e.g. power-law distributed vertex-cardinality).
> ---------------------------------------------------------------------------------------------------------------------------------
>
>                 Key: GIRAPH-26
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-26
>             Project: Giraph
>          Issue Type: Test
>          Components: benchmark
>    Affects Versions: 0.2.0
>            Reporter: Jake Mannix
>            Assignee: Sean Choi
>            Priority: Minor
>             Fix For: 0.2.0
>
>         Attachments: GIRAPH-26-2.patch, GIRAPH-26-3.patch, GIRAPH-26.patch
>
>
> The PageRankBenchmark class, to be a proper benchmark, should run over graphs 
> which look more like data seen in the wild, and web link graphs, social 
> network graphs, and text corpora (represented as a bipartite graph) all have 
> power-law distributions, so benchmarking a synthetic graph which looks more 
> like this would be a nice test which would stress cases of uneven 
> split-distribution and bottlenecks of subclusters of the graph of heavily 
> connected vertices.

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