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Optimization of SVD over GPGPU using OpenCL: Parallelization of SVD Modules in LAPACK - Softcover

Akhtar, Nadeem; Nawaz Khan, Shazeb

 
9783659400896: Optimization of SVD over GPGPU using OpenCL: Parallelization of SVD Modules in LAPACK
Softcover
ISBN 10: 3659400890 ISBN 13: 9783659400896
Verlag: LAP LAMBERT Academic Publishing, 2013

Inhaltsangabe

Many of the engineering applications require linear algebra to furnish the analysis. Singular Value Decomposition is one of the most powerful tool of linear algebra. This method alone serves many computational and analytical purposes. Although the computation of SVD of a matrix is bulky, the process involves a sequence of vector operations. This makes it a good candidate for parallelization of over Graphic Processors. This book proposes parallelization of SVD modules in LAPACK over GPGPU using OpenCL, which is platform independent and focuses on routines beyond BLAS.

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Über die Autorin bzw. den Autor

Nadeem Akhtar received his B. Tech and M.Tech degree in Computer Engineering from Aligarh Muslim University, Aligarh, India. He is currently working as Assistant Professor in the department of Computer Engineering, AMU. His research interests include Data Mining, Database Management System and Operating Systems.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659400890
ISBN 13 
9783659400896
Einband
Taschenbuch
Anzahl der Seiten
92
Kontakt zum Hersteller
AV Akademikerverlag
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland