GPOP
Abstract
The past decade has seen the development of many shared-memory graph processing frameworks intended to reduce the effort of developing high-performance parallel applications. However, many of these frameworks, based on Vertex-centric or Edge-centric paradigms suffer from several issues, such as poor cache utilization, irregular memory accesses, heavy use of synchronization primitives, or theoretical inefficiency, that deteriorate over-all performance and scalability.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Mar 09, 2020
- Source ID
- 10.1145/3380942
Entities
People
- Kartik Lakhotia
- Rajgopal Kannan
- Sourav Pati
- Viktor K. Prasanna
Organizations
- Defense Advanced Research Projects Agency
- National Science Foundation
- United States Army Research Laboratory
- University of Southern California