Extending lyapack for the solution of band Lyapunov equations on hybrid CPU–GPU platforms
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Show full item recordcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
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INVESTIGACIONMetadata
Title
Extending lyapack for the solution of band Lyapunov equations on hybrid CPU–GPU platformsAuthor (s)
Date
2015Publisher
Springer VerlagISSN
0920-8542; 1573-0484Bibliographic citation
BENNER, Peter, et al. Extending lyapack for the solution of band Lyapunov equations on hybrid CPU–GPU platforms. The Journal of Supercomputing, 2015, vol. 71, no 2, p. 740-750.Type
info:eu-repo/semantics/articlePublisher version
http://link.springer.com/article/10.1007/s11227-014-1322-7/fulltext.htmlSubject
Abstract
The solution of large-scale Lyapunov equations is an important tool for the solution of several engineering problems arising in optimal control and model order reduction. In this work, we investigate the case when the ... [+]
The solution of large-scale Lyapunov equations is an important tool for the solution of several engineering problems arising in optimal control and model order reduction. In this work, we investigate the case when the coefficient matrix of the equations presents a band structure. Exploiting the structure of this matrix, we can achive relevant reductions in the memory requirements and the number of floating-point operations. Additionally, the new solver efficiently leverages the parallelism of CPU–GPU platforms. Furthermore, it is integrated in the lyapack library to facilitate its use. The new codes are evaluated on the solution of several benchmarks, exposing significant runtime reductions with respect to the original CPU version in lyapack. [-]
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The Journal of Supercomputing, 2015, vol. 71, no 2,Rights
© Springer International Publishing AG, Part of Springer Science+Business Media
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info:eu-repo/semantics/openAccess
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