GMRES Solver with ILU(k) for Large-Scale Sparse Linear Systems on GPUs - Couverture souple

Yang, Bo; Liu, Hui; Chen, Zhangxin

 
9783659791932: GMRES Solver with ILU(k) for Large-Scale Sparse Linear Systems on GPUs
Couverture souple
ISBN 10 : 3659791938 ISBN 13 : 9783659791932
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

The GMRES algorithm and ILU preconditioners are among the most commonly used methods for solving large-scale sparse linear systems. Based on excellent parallel computing performance, GPUs have been a promising hardware architecture. We devote our efforts into the development of a GMRES solver with ILU(k) preconditioners on GPUs and achieve favorable speedup effects. Our GPU computation includes high performance algorithms such as GMRES, SPMV, RAS, nested RAS, ILU(0), ILUT, BILU(k), decoupled ILU(k) and parallel triangular solver.

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Présentation de l'éditeur

The GMRES algorithm and ILU preconditioners are among the most commonly used methods for solving large-scale sparse linear systems. Based on excellent parallel computing performance, GPUs have been a promising hardware architecture. We devote our efforts into the development of a GMRES solver with ILU(k) preconditioners on GPUs and achieve favorable speedup effects. Our GPU computation includes high performance algorithms such as GMRES, SPMV, RAS, nested RAS, ILU(0), ILUT, BILU(k), decoupled ILU(k) and parallel triangular solver.

Biographie de l'auteur

Bo Yang,PhD Student;Hui Liu,Research Associate;Zhangxin Chen,Professor;Reservoir Simulation Research Group,Chemical and Petroleum Engineering Department,Schulich School of Engineering,University of Calgary.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2015
Langue
anglais
ISBN 10 
3659791938
ISBN 13 
9783659791932
Reliure
Broché
Nombre de pages
208
Coordonnées du fabricant
non disponible
Personne responsable
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