High-Performance Scientific Computing (inbunden)
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E-bok
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Språk
Engelska
Utgivningsdatum
2012-01-18
Förlag
Springer London
ISBN
9781447124375

High-Performance Scientific Computing E-bok

Algorithms and Applications

av Michael W Berry, Kyle A Gallivan, Efstratios Gallopoulos, Ananth Grama, Bernard Philippe
E-bok (PDF, LCP),  Engelska, 2012-01-18
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This book presents the state of the art in parallel numerical algorithms, applications, architectures, and system software. The book examines various solutions for issues of concurrency, scale, energy efficiency, and programmability, which are discussed in the context of a diverse range of applications. Features: includes contributions from an international selection of world-class authorities; examines parallel algorithm-architecture interaction through issues of computational capacity-based codesign and automatic restructuring of programs using compilation techniques; reviews emerging applications of numerical methods in information retrieval and data mining; discusses the latest issues in dense and sparse matrix computations for modern high-performance systems, multicores, manycores and GPUs, and several perspectives on the Spike family of algorithms for solving linear systems; presents outstanding challenges and developing technologies, and puts these in their historical context.
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Michael W Berry, Kyle A Gallivan, Efstratios Gallopoulos, Ananth Grama, Bernard Philippe

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