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High-performance scientific computing : algorithms and applications

Author: Michael W Berry
Publisher: London ; New York : Springer, ©2012.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Advances in the development of parallel algorithms and system software now enable the ever-increasing power of scalable high-performance computers to be harnessed for scientific computing applications at fidelities that rivals and in many cases exceeds experimental methodologies. This comprehensive text/reference, inspired by the visionary work of Prof. Ahmed H. Sameh, represents the state of the art in parallel  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
High-performance Scientific Computing.
Springer-Verlag New York Inc 2012
(OCoLC)758395387
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael W Berry
ISBN: 9781447124375 1447124375
OCLC Number: 778885610
Description: 1 online resource (xiii, 346 pages) : illustrations (some color)
Contents: Parallel Numerical Computing from Illiac IV to Exascale--The Contributions of Ahmed H. Sameh / Kyle A. Gallivan, Efstratios Gallopoulos --
Computational Capacity-Based Codesign of Computer Systems / David J. Kuck --
Measuring Computer Performance / William Jalby, David C. Wong, David J. Kuck --
A Compilation Framework for the Automatic Restructuring of Pointer-Linked Data Structures / Harmen L.A. van der Spek, C.W. Mattias Holm --
Dense Linear Algebra on Accelerated Multicore Hardware / Jack Dongarra, Jakub Kurzak, Piotr Luszczek --
The Explicit Spike Algorithm: Iterative Solution of the Reduced System / Carl Christian Kjelgaard Mikkelsen --
The Spike Factorization as Domain Decomposition Method; Equivalent and Variant Approaches / Victor Eijkhout, Robert van de Geijn --
Parallel Solution of Sparse Linear Systems / Murat Manguoglu --
Parallel Block-Jacobi SVD Methods / Martin Bečka, Gabriel Okša, Marián Vajteršic --
Robust and Efficient Multifrontal Solver for Large Discretized PDEs / Jianlin Xia --
A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems / Abdelkader Baggag --
Effect of Ordering for Iterative Solvers in Structural Mechanics Problems / Sami A. Kilic --
Scaling Hypre's Multigrid Solvers to 100,000 Cores / Allison H. Baker, Robert D. Falgout --
A Riemannian Dennis-Moré Condition / Kyle A. Gallivan, Chunhong Qi, P.-A. Absil --
A Jump-Start of Non-negative Least Squares Solvers / Mu Wang, Xiaoge Wang --
Fast Nonnegative Tensor Factorization with an Active-Set-Like Method / Jingu Kim, Haesun Park --
Knowledge Discovery Using Nonnegative Tensor Factorization with Visual Analytics / Andrey A. Puretskiy, Michael W. Berry.
Responsibility: Michael W. Berry [and others], editors.

Abstract:

Presenting the state of the art in parallel numerical algorithms, applications, architectures and system software, this book examines solutions for issues of concurrency, scale, energy efficiency and  Read more...

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