[jira] [Resolved] (GIRAPH-26) Improve PseudoRandomVertexInputFormat to create a more realistic synthetic graph (e.g. power-law distributed vertex-cardinality).

["Dionysios Logothetis (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/GIRAPH-26?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Dionysios Logothetis resolved GIRAPH-26.
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    Resolution: Fixed

> 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: 1.0.0
>            Reporter: Jake Mannix
>            Assignee: Sean Choi
>            Priority: Minor
>             Fix For: 1.0.0
>
>         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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