[jira] [Created] (HAMA-891) Implement greedy heuristic partitioning algorithm

["Edward J. Yoon (JIRA)" <ji...@apache.org>]

Edward J. Yoon created HAMA-891:
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             Summary: 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


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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