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High-Performance Scientific Computing: Algorithms and Applications by Michael W. Berry 9781447124368

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Description

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.

Book Information
ISBN 9781447124368
Author Michael W. Berry
Format Hardback
Page Count 350
Imprint Springer London Ltd
Publisher Springer London Ltd
Weight(grams) 705g

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