sbonner0 / GFPX-GraphSimilarity

The code for measuring the similarity of graphs using Apache Spark and GraphX

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GFPX-GraphSimilarity

The code for measuring the similarity of graphs using Apache Spark and GraphX. This is the code for the paper to be published at IEEE Big Data entitled - GFP-X: A Parallel Approach To Massive Graph Comparison Using Spark

Cite

Please cite the associated papers for this work if you use this code:

@inproceedings{bonner2016gfp,
  title={GFP-X: A parallel approach to massive graph comparison using spark},
  author={Bonner, Stephen and Brennan, John and Theodoropoulos, Georgios and Kureshi, Ibad and McGough, Andrew Stephen},
  booktitle={2016 IEEE International Conference on Big Data (Big Data)},
  pages={3298--3307},
  year={2016},
  organization={IEEE}
}

@inproceedings{bonner2016efficient,
  title={Efficient Comparison of Massive Graphs Through The Use Of ‘Graph Fingerprints’},
  author={Bonner, Stephen and Brennan, John and Kureshi, Ibad and Stephen, McGough and Theodoropoulos, Georgios},
  booktitle={SIGKKD 12th International Workshop on Mining and Learning with Graphs (MLG)},
  year={2016}
}

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The code for measuring the similarity of graphs using Apache Spark and GraphX

License:GNU General Public License v3.0


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Language:Scala 44.0%Language:Shell 29.8%Language:Python 26.2%