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High-performance scientific computing : algorithms and applications

Author: Michael W Berry
Publisher: New York : Springer, 2012.
Edition/Format:   eBook : Document : English : 1st edView all editions and formats
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 rival – and in many cases exceed – 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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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael W Berry
ISBN: 9781447124375 1447124375
OCLC Number: 1005764117
Description: 1 online resource (xiii, 346 pages :) : illustrations (chiefly color)
Contents: Parallel Numerical Computing from Illiac IV to Exascale --
Computational Capacity-Based Co-design of Computer Systems --
Measuring Computer Performance --
A Compilation Framework for the Automatic Restructuring of Pointer-Linked Data Structures --
Dense Linear Algebra on Accelerated Multicore Hardware --
The Explicit SPIKE Algorithm --
The SPIKE Factorization as Domain Decomposition Method --
Parallel Solution of Sparse Linear Systems --
Parallel Block-Jacobi SVD Methods --
Robust and Efficient Multifrontal Solver for Large Discretized PDEs --
A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems --
Effect of Ordering for Iterative Solvers in Structural Mechanics Problems --
Scaling Hypre’s Multigrid Solvers to 100,000 Cores --
A Riemannian Dennis-Moré Condition --
A Jump-Start of Non-Negative Least Squares Solvers --
Fast Nonnegative Tensor Factorization with an Active-Set-Like Method --
Knowledge Discovery Using Nonnegative Tensor Factorization with Visual Analytics.
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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