20 citations · 23 across the 3 of their papers we have counts for
3 papers
Exact Distributed Stochastic Block Partitioning
Frank Wanye, Vitaliy Gleyzer, Edward Kao +1
Stochastic block partitioning (SBP) is a community detection algorithm that is highly accurate even on graphs with a complex community structure, but its inherently serial nature h…
SamBaS: Sampling-Based Stochastic Block Partitioning
Frank Wanye, Vitaliy Gleyzer, Edward Kao +1
Community detection is a well-studied problem with applications in domains ranging from networking to bioinformatics. Due to the rapid growth in the volume of real-world data, ther…
Novel Graph Processor Architecture, Prototype System, and Results
William S. Song, Vitaliy Gleyzer, Alexei Lomakin +1
Graph algorithms are increasingly used in applications that exploit large databases. However, conventional processor architectures are inadequate for handling the throughput and me…