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Posted to dev@hama.apache.org by "Edward J. Yoon (JIRA)" <ji...@apache.org> on 2014/09/01 03:12:21 UTC
[jira] [Updated] (HAMA-891) Implement greedy heuristic partitioning
algorithm
[ https://issues.apache.org/jira/browse/HAMA-891?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Edward J. Yoon updated HAMA-891:
--------------------------------
Assignee: Bhathiya Supun
> Implement greedy heuristic partitioning algorithm
> -------------------------------------------------
>
> Key: HAMA-891
> URL: https://issues.apache.org/jira/browse/HAMA-891
> Project: Hama
> Issue Type: New Feature
> Components: graph
> Reporter: Edward J. Yoon
> Assignee: Bhathiya Supun
> Labels: gsoc2014
>
> See http://www.charlesneedham.com/pubs/166151/kdd325-stanton.pdf
> {quote}Conclusion:
> We have demonstrated that simple, one-pass streaming graph partitioning heuristics can dramatically improve the edge-cut in distributed graphs. Our best performing heuris- tic is the linear weighted variant of the greedy algorithm. This is a simple and effective preprocessing step for large graph computation systems, as the data must be loaded onto the cluster any way.
> ...{quote}
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