Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities - Rilegato

Pallars, Sandra Cataln; Valero-lara, Pedro; Daz, Leonel Toledo; Carratal Sez, Roco

 
9781799870821: Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities
Rilegato
ISBN 10: 1799870820 ISBN 13: 9781799870821
Casa editrice: Engineering Science Reference, 2022

Sinossi

Optimized linear algebra (LA) libraries that are able to exploit the underlying hardware are always of interest in the high-performance computing community. The implementation of LA software has evolved along with computer architecture, while the specification remains unaltered almost from the beginning. It is important to differentiate between the specification of LA libraries and their implementation. Because LA libraries pursue high performance, the implementation for a given architecture needs to be optimized for it specifically. However, the type of operations included in the libraries, the input/output parameters, and the data types to be handled are common to all of them. This is why, while the specification remains constant, the implementation evolves with the creation of new architectures.

Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities presents the main characteristics of LA libraries, showing the differences between the standards for sparse and dense versions. It further explores relevant linear algebra problems and shows, in a clear and understandable way, how to solve them using different computer architectures. Covering topics such as programming models, batched computing, and distributed memory platforms, this premier reference source is an excellent resource for programmers, computer scientists, engineers, students and faculty of higher education, librarians, researchers, and academicians.

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Editore
Engineering Science Reference
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
1799870820
ISBN 13 
9781799870821
Rilegatura
Copertina rigida
Numero di pagine
260
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9781799870838: Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities

Edizione in evidenza

ISBN 10:  1799870839 ISBN 13:  9781799870838
Casa editrice: Engineering Science Reference, 2022
Brossura