Automated Code Generation for High-Performance, Future-Compatible Graph Libraries (2017)
October 2017 • Poster
Scott McMillan
Poster for research project on graph analytics
Publisher:
Software Engineering Institute
Abstract
THE GRAPHBLAS APPLICATION PROGRAMMING INTERFACE (API) SPECIFICATION released this year allows graph analytics experts and hardware experts to more easily come together to develop high performance graph algorithms. In the coming year, we will be developing automated code generation tools to help hardware experts tune the graph primitives defined in the API for each new hardware architecture that is developed.