Accession Number:
ADA576764
Title:
Scalable Complex Graph Analysis with the Knowledge Discovery Toolbox
Descriptive Note:
Conference paper
Corporate Author:
CALIFORNIA UNIV SANTA BARBARA
Personal Author(s):
Report Date:
2012-05-01
Pagination or Media Count:
5.0
Abstract:
The Knowledge Discovery Toolbox KDT enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the difficulties of writing parallel code, calling parallel libraries, or becoming a graph expert. KDT delivers competitive performance from a general-purpose, reusable library for graphs on the order of 10 billion edges and greater. We describe our approach for supporting arbirary vertex and edge attributes, in-place graph filtering, and graph traversal using pre-defined access patterns.
Descriptors:
Subject Categories:
- Theoretical Mathematics