Coverart for item
The Resource High-performance scientific computing : algorithms and applications, Michael W. Berry [and others], editors

High-performance scientific computing : algorithms and applications, Michael W. Berry [and others], editors

Label
High-performance scientific computing : algorithms and applications
Title
High-performance scientific computing
Title remainder
algorithms and applications
Statement of responsibility
Michael W. Berry [and others], editors
Contributor
Subject
Language
eng
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 numerical algorithms, applications, architectures, and system software. Articles in this collection address solutions to various challenges arising from concurrency, scale, energy efficiency, and programmability. These solutions are discussed in the context of diverse applications, ranging from scientific simulations to large-scale data analysis and mining. Topics and features: Includes contributions from an international selection of world-class authorities, inspired by the work of Prof. Ahmed H. Sameh ; Examines various aspects of parallel algorithm-architecture interaction through articles on 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 ; This authoritative reference is a must-read for researchers and graduate students in disciplines as diverse as computational fluid dynamics, signal processing, and structural mechanics. Professionals involved in applications that rely on high-performance computers will also find the text an essential resource
Cataloging source
SFB
Dewey number
518
Illustrations
illustrations
Index
index present
LC call number
QA76
LC item number
.H54 2012eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Berry, Michael W
http://library.link/vocab/subjectName
  • Electronic data processing
  • Supercomputers
  • Science
  • Computer science
  • Information storage and retrieval systems
  • MATHEMATICS
  • Informatique
  • Computer science
  • Electronic data processing
  • Information storage and retrieval systems
  • Science
  • Supercomputers
Label
High-performance scientific computing : algorithms and applications, Michael W. Berry [and others], editors
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • Parallel Numerical Computing from Illiac IV to Exascale--The Contributions of Ahmed H. Sameh
  • 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
  • Kyle A. Gallivan, Efstratios Gallopoulos
  • 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
  • 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
Control code
778885610
Dimensions
unknown
Extent
1 online resource (xiii, 346 pages)
Form of item
online
Isbn
9781447124375
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-2437-5
Other physical details
illustrations (some color)
Specific material designation
remote
System control number
(OCoLC)778885610
Label
High-performance scientific computing : algorithms and applications, Michael W. Berry [and others], editors
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • Parallel Numerical Computing from Illiac IV to Exascale--The Contributions of Ahmed H. Sameh
  • 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
  • Kyle A. Gallivan, Efstratios Gallopoulos
  • 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
  • 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
Control code
778885610
Dimensions
unknown
Extent
1 online resource (xiii, 346 pages)
Form of item
online
Isbn
9781447124375
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-2437-5
Other physical details
illustrations (some color)
Specific material designation
remote
System control number
(OCoLC)778885610

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      38.946102 -92.330125
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