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Krylov Space Iterative Solvers on Graphics Processing Units

Abstract

CUDA architecture was introduced by Nvidia three years ago and since then there have been many promising publications demonstrating a huge potential of Graphics Processing Units (GPUs) in scientific computations. In this paper, we investigate the performance of iterative methods such as cg, minres, gmres, bicg that may be used to solve large sparse real and complex systems of equations arising in computational electromagnetics.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
18th International Conference Microwave Radar and Wireless Communications (MIKON), 14-16 June 2010 Vilnius, Lithuania
Language:
English
Publication year:
2010
Bibliographic description:
Dziekoński A., Mrozowski M.: Krylov Space Iterative Solvers on Graphics Processing Units // 18th International Conference Microwave Radar and Wireless Communications (MIKON), 14-16 June 2010 Vilnius, Lithuania/ : , 2010,
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Gdańsk University of Technology

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