Parallel Graph Mining with GPUs

Jun 1, 2014·
Pranay Anchuri
Pranay Anchuri
· 0 min read
Abstract
We develop parallel versions of graph mining algorithms that achieve significant improvement in runtime. The approach exploits GPU parallelism to accelerate frequent subgraph mining from large graph databases.
Type
Publication
In 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining (BigMine), KDD 2014
publications
Graph Mining GPU Computing Parallel Algorithms
Pranay Anchuri
Authors
Pranay Anchuri
Senior Research Scientist
Pranay Anchuri is a Senior Research Scientist at Offchain Labs. His research spans blockchain protocols, verifiable computation, and machine learning applied to decentralized systems. He has published at top venues including KDD, JMLR, and ICDM, and is an inventor on seven US patents. He holds a PhD in Computer Science from Rensselaer Polytechnic Institute.