High-Performance Scientific Computing
Algorithms and Applications
Editors: Berry, M.W., Gallivan, K.A., Gallopoulos, E., Grama, A., Philippe, B., Saad, Y., Saied, F. (Eds.)
Free Preview- Presents the state of the art in parallel numerical algorithms, applications, architectures, and system software, with contributions from an international selection of world-class authorities
- Reviews emerging applications of numerical methods in information retrieval and data mining
- Presents outstanding challenges and developing technologies, and puts these in their historical context
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- About this book
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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.
- Table of contents (17 chapters)
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Parallel Numerical Computing from Illiac IV to Exascale—The Contributions of Ahmed H. Sameh
Pages 1-44
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Computational Capacity-Based Codesign of Computer Systems
Pages 45-73
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Measuring Computer Performance
Pages 75-95
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A Compilation Framework for the Automatic Restructuring of Pointer-Linked Data Structures
Pages 97-122
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Dense Linear Algebra on Accelerated Multicore Hardware
Pages 123-146
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Table of contents (17 chapters)
- Download Preface 1 PDF (64.1 KB)
- Download Sample pages 2 PDF (721.2 KB)
- Download Table of contents PDF (46.6 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- High-Performance Scientific Computing
- Book Subtitle
- Algorithms and Applications
- Editors
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- Michael W. Berry
- Kyle A. Gallivan
- Efstratios Gallopoulos
- Ananth Grama
- Bernard Philippe
- Yousef Saad
- Faisal Saied
- Copyright
- 2012
- Publisher
- Springer-Verlag London
- Copyright Holder
- Springer-Verlag London Limited
- eBook ISBN
- 978-1-4471-2437-5
- DOI
- 10.1007/978-1-4471-2437-5
- Hardcover ISBN
- 978-1-4471-2436-8
- Softcover ISBN
- 978-1-4471-5888-2
- Edition Number
- 1
- Number of Pages
- XIV, 350
- Topics
