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Iterative Solution of Linear Systems in Electromagnetics (and not only): Experiences with CUDA

Danilo De Donno, Alessandra Esposito, Giuseppina Monti, Luciano Tarricone
Department of Innovation Engineering, University of Salento, Via per Monteroni – 73100 – Lecce, Italy
EURO-PAR 2010 Parallel Processing Workshops, Lecture Notes in Computer Science, Volume 6586/2011, 329-337, 2011

@inproceedings{de2011iterative,

   title={Iterative Solution of Linear Systems in Electromagnetics (and not only): Experiences with CUDA},

   author={De Donno, D. and Esposito, A. and Monti, G. and Tarricone, L.},

   booktitle={Euro-Par 2010 Parallel Processing Workshops},

   pages={329–337},

   year={2011},

   organization={Springer}

}

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In this paper, we propose the use of graphics processing units as a low-cost and efficient solution of electromagnetic (and other) numerical problems. Based on the software platform CUDA (Compute Unified Device Architecture), a solver for unstructured sparse matrices with double precision complex data has been implemented and tested for several practical cases. Benchmark results confirm the validity of the proposed software in terms of speed-up, speed and GPU execution time.
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