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  4. Spiral/AIML: Frontiers of Graph Processing in Linear Algebra

Spiral/AIML: Frontiers of Graph Processing in Linear Algebra

October 2019 • Poster
Scott McMillan, Franz Franchetti (Carnegie Mellon University)

This poster represents research to extend the use of linear algebra beyond simple graph traversal.

Publisher:

Software Engineering Institute

Abstract

Graph algorithms can be expressed as sequences of linear, algebra-like operations through the use of the adjacency matrix. Adjacency matrices are used to represent graphs instead of vertices and edges. Our work extends the use of linear algebra beyond simple graph traversal.