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joey commented on FLINK-1536:
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Hello, i am interested in this propose and I have knowledge in some graph
partition techniques(multi-level and evolutionary). Before start, just two
questions.Is the algorithm implemented parallelized or serialized.? How big
are the input graphs? Thank you
> GSoC project: Graph partitioning operators for Gelly
> ----------------------------------------------------
>
> Key: FLINK-1536
> URL: https://issues.apache.org/jira/browse/FLINK-1536
> Project: Flink
> Issue Type: New Feature
> Components: Gelly, Java API
> Reporter: Vasia Kalavri
> Priority: Minor
> Labels: graph, gsoc2015, java
>
> Smart graph partitioning can significantly improve the performance and
> scalability of graph analysis applications. Depending on the computation
> pattern, a graph partitioning algorithm divides the graph into (maybe
> overlapping) subgraphs, optimizing some objective. For example, if
> communication is performed across graph edges, one might want to minimize the
> edges that cross from one partition to another.
> The problem of graph partitioning is a well studied problem and several
> algorithms have been proposed in the literature. The goal of this project
> would be to choose a few existing partitioning techniques and implement the
> corresponding graph partitioning operators for Gelly.
> Some related literature can be found [here|
> http://www.citeulike.org/user/vasiakalavri/tag/graph-partitioning].
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