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Asynchronous Parallel Algo for Petaflop and Exaflop Comp

Frederic Magoules, Cedric Venet (Autoren)

Buch | Hardcover

306 Seiten

2018
Taylor & Francis Inc (Verlag)
978-1-4398-6941-3 (ISBN)

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Developing applications that scale well on massively parallel architectures is quite difficult, due to problems with synchronization and communication time as well as fault tolerance. This book reviews current algorithms and presents new mathematical versions that avoid such problems. It details the implementation and validates the proposed versions on real examples. The methods are built on top of asynchronous algorithms, which do not need synchronization and thus have low sensitivity to communication delay. Moreover, they have huge potential as fault tolerant algorithms.

Introduction to Parallel Computing. Synchronous and Asynchronous Iterations. Iterative Methods for Linear Systems. Sub-Structuring Methods. Multi-Splitting Methods. Schwan Methods. Waveform Relaxation Methods. Fault Recovery and Fault tolerance. Implementation.

Erscheint lt. Verlag	22.12.2018
Reihe/Serie	Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series
Zusatzinfo	50 Illustrations, black and white
Verlagsort	Washington
Sprache	englisch
Maße	156 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Weitere Themen ► Hardware
	Mathematik / Informatik ► Mathematik ► Arithmetik / Zahlentheorie
ISBN-10	1-4398-6941-3 / 1439869413
ISBN-13	978-1-4398-6941-3 / 9781439869413
Zustand	Neuware