Fast Uncovering of Graph Communities on a Chip: Toward Scalable Community Detection on Multicore and Manycore Platforms.
Ananth KalyanaramanMahantesh HalappanavarDaniel G. Chavarría-MirandaHao LuKarthi DuraisamyPartha Pratim PandePublished in: Found. Trends Electron. Des. Autom. (2016)
Keyphrases
- community detection
- graph clustering
- graph mining
- label propagation
- overlapping communities
- massive graphs
- label propagation algorithm
- community structure
- complex networks
- real world graphs
- social networks
- network analysis
- link analysis
- community discovery
- community detection algorithms
- real world social networks
- hyper graph
- information propagation
- link prediction
- citation networks
- graph theory
- real world networks
- social graph
- biological networks
- community formation
- densely connected
- bipartite graph
- bipartite networks
- community mining
- random walk
- level parallelism
- graphics processing units
- social network data
- information networks
- machine learning
- web graph
- text mining
- degree distribution
- data analysis