Parallel community detection on large graphs with MapReduce and GraphChi.
Seunghyeon MoonJae-Gil LeeMinseo KangMinsoo ChoyJin-Woo LeePublished in: Data Knowl. Eng. (2016)
Keyphrases
- community detection
- massive graphs
- map reduce
- graph clustering
- graph mining
- community detection algorithms
- real world graphs
- real world networks
- complex networks
- social networks
- network analysis
- parallel processing
- community structure
- hyper graph
- community discovery
- real world social networks
- parallel computing
- parallel programming
- label propagation
- graph databases
- reachability queries
- information networks
- overlapping communities
- link analysis
- link prediction
- graph data
- biological networks
- densely connected
- social network analysis
- cloud computing
- data sets
- community formation
- graph structure
- main memory
- information extraction
- data analysis
- data structure
- learning algorithm