4 papers
MERBIT: A GPU-Based SpMV Method for Iterative Workloads
Qi Zhang, Zhengan Yao, Zhenglu Jiang +1
Sparse Matrix-Vector Multiplication (SpMV) is the cornerstone in many iterative workloads, including large-scale graph analytics and sparse iterative solvers. Accelerating SpMV on…
Two Parallel PageRank Algorithms via Improving Forward Push
Qi Zhang, Rongxia Tang, Zhengan Yao +1
Initially used to rank web pages, PageRank has now been applied in many fields. With the growing scale of graph, accelerating PageRank computing is urged and designing parallel alg…
An Advanced Parallel PageRank Algorithm
Qi Zhang, Zhengan Yao, Jun Liang +1
Initially used to rank web pages, PageRank has now been applied in many fields. In general case, there are plenty of special vertices such as dangling vertices and unreferenced ver…
A Parallel PageRank Algorithm For Undirected Graph
Qi Zhang, Rongxia Tang, Zhengan Yao +1
As a measure of vertex importance according to the graph structure, PageRank has been widely applied in various fields. While many PageRank algorithms have been proposed in the pas…