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Produktbild: High Performance Heterogeneous Computing

High Performance Heterogeneous Computing

Aus der Reihe Wiley Series on Parallel and Distributed Computing

144,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.08.2009

Verlag

John Wiley & Sons

Seitenzahl

280

Maße (L/B/H)

23,6/15,5/1,8 cm

Gewicht

522 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-0-470-04039-3

Beschreibung

Rezension

"A graduate and postgraduate text or ... a reference for researchers and practitioners in the high performance heterogeneous computing field." ( Book News , December 2009)

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.08.2009

Verlag

John Wiley & Sons

Seitenzahl

280

Maße (L/B/H)

23,6/15,5/1,8 cm

Gewicht

522 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-0-470-04039-3

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: High Performance Heterogeneous Computing
  • PREFACE.
     
    ACKNOWLEDGMENTS.
     
    PART I HETEROGENEOUS PLATFORMS: TAXONOMY, TYPICAL USES, AND PROGRAMMING ISSUES.
     
    1. Heterogeneous Platforms and Their Uses.
     
    1.1 Taxonomy of Heterogeneous Platforms.
     
    1.2 Vendor-Designed Heterogeneous Systems.
     
    1.3 Heterogeneous Clusters.
     
    1.4 Local Network of Computers (LNC).
     
    1.5 Global Network of Computers (GNC).
     
    1.6 Grid-Based Systems.
     
    1.7 Other Heterogeneous Platforms.
     
    1.8 Typical Uses of Heterogeneous Platforms.
     
    1.8.1 Traditional Use.
     
    1.8.2 Parallel Computing.
     
    1.8.3 Distributed Computing.
     
    2. Programming Issues.
     
    2.1 Performance.
     
    2.2 Fault Tolerance.
     
    2.3 Arithmetic Heterogeneity.
     
    PART II PERFORMANCE MODELS OF HETEROGENEOUS PLATFORMS AND DESIGN OF HETEROGENEOUS ALGORITHMS.
     
    3. Distribution of Computations with Constant Performance Models of Heterogeneous Processors.
     
    3.1 Simplest Constant Performance Model of Heterogeneous Processors and Optimal Distribution of Independent Units of Computation with This Model.
     
    3.2 Data Distribution Problems with Constant Performance Models of Heterogeneous Processors.
     
    3.3 Partitioning Well-Ordered Sets with Constant Performance Models of Heterogeneous Processors.
     
    3.4 Partitioning Matrices with Constant Performance Models of Heterogeneous Processors.
     
    4. Distribution of Computations with Nonconstant Performance Models of Heterogeneous Processors.
     
    4.1 Functional Performance Model of Heterogeneous Processors.
     
    4.2 Data Partitioning with the Functional Performance Model of Heterogeneous Processors.
     
    4.3 Other Nonconstant Performance Models of Heterogeneous Processors.
     
    4.3.1 Stepwise Functional Model.
     
    4.3.2 Functional Model with Limits on Task Size.
     
    4.3.3 Band Model.
     
    5. Communication Performance Models for High-Performance Heterogeneous Platforms.
     
    5.1 Modeling the Communication Performance for Scientific Computing: The Scope of Interest.
     
    5.2 Communication Models for Parallel Computing on Heterogeneous Clusters.
     
    5.3 Communication Performance Models for Local and Global Networks of Computers.
     
    6. Performance Analysis of Heterogeneous Algorithms.
     
    6.1 Efficiency Analysis of Heterogeneous Algorithms.
     
    6.2 Scalability Analysis of Heterogeneous Algorithms.
     
    PART III PERFORMANCE: IMPLEMENTATION AND SOFTWARE.
     
    7. Implementation Issues.
     
    7.1 Portable Implementation of Heterogeneous Algorithms and Self-Adaptable Applications.
     
    7.2 Performance Models of Heterogeneous Platforms: Estimation of Parameters.
     
    7.2.1 Estimation of Constant Performance Models of Heterogeneous Processors.
     
    7.2.2 Estimation of Functional and Band Performance Models of Heterogeneous Processors.
     
    7.2.3 Benchmarking of Communication Operations.
     
    7.3 Performance Models of Heterogeneous Algorithms and Their Use in Applications and Programming Systems.
     
    7.4 Implementation of Homogeneous Algorithms for Heterogeneous Platforms.
     
    8. Programming Systems for High-Performance Heterogeneous Computing.
     
    8.1 Parallel Programming Systems for Heterogeneous Platforms.
     
    8.2 Traditional Parallel Programming Systems.
     
    8.2.1 Message-Passing Programming Systems.
     
    8.2.2 Linda.
     
    8.2.3 HPF.
     
    8.3 Heterogeneous Parallel Programming Systems.
     
    8.4 Distributed Programming Systems.
     
    8.4.1 NetSolve.
     
    8.4.2 Nimrod.
     
    8.4.3 Java.
     
    8.4.4 GridRPC.
     
    PART IV APPLICATIONS.
     
    9. Numerical Linear Algebra Soft