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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Bibliographic Details
Main Author: Sattar, Naw Safrin
Format: Others
Published: ScholarWorks@UNO 2019
Subjects:
MPI
Online Access:https://scholarworks.uno.edu/td/2640
https://scholarworks.uno.edu/cgi/viewcontent.cgi?article=3755&context=td