Fast GPU-Based Generation of Large Graph Networks From Degree Distributions.
Maksudul AlamKalyan S. PerumallaPublished in: Frontiers Big Data (2021)
Keyphrases
- power law
- degree distribution
- small world
- clustering coefficient
- random graphs
- real world graphs
- random walk
- social networks
- average degree
- graph structures
- scale free
- graph representation
- graph theory
- overlapping communities
- heavy tailed
- fully connected
- complex networks
- weighted graph
- edge weights
- graph structure
- citation networks
- times faster
- graph model
- directed edges
- collision detection
- preferential attachment
- undirected graph
- social graphs
- community discovery
- community structure
- directed acyclic graph
- network structure
- heavy tailed distributions
- real time
- markov chain
- community detection
- structured data
- structural patterns
- graph mining
- dynamic networks
- network size
- bipartite graph
- directed graph
- path length