A Class of Communication-avoiding Algorithms for Solving General Dense Linear Systems on CPU/GPU Parallel Machines

We study several solvers for the solution of general linear systems where the main objective is to reduce the communication overhead due to pivoting. We first describe two existing algorithms for the LU factorization on hybrid CPU/GPU architectures. The first one is based on partial pivoting and the...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Procedia computer science Jg. 9; S. 17 - 26
Hauptverfasser:	Baboulin, Marc, Donfack, Simplice, Dongarra, Jack, Grigori, Laura, Rémy, Adrien, Tomov, Stanimire
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 2012
Schlagworte:	communication-avoiding algorithms dense linear algebra libraries hybrid multicore/GPU computing linear system solvers LU factorization linear system solvers dense linear algebra libraries LU factorization communication-avoiding algorithms hybrid multicore/GPU computing
ISSN:	1877-0509, 1877-0509
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!