Scalable Community Detection using Distributed Louvain Algorithm
Community detection (or clustering) in large-scale graph is an important problem in graph mining. Communities reveal interesting characteristics of a network. Louvain is an efficient sequential algorithm but fails to scale emerging large-scale data. Developing distributed-memory parallel algorithms...
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Format: | Others |
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ScholarWorks@UNO
2019
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Online Access: | https://scholarworks.uno.edu/td/2640 https://scholarworks.uno.edu/cgi/viewcontent.cgi?article=3755&context=td |