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基本説明
Focuses on the design, code, debug, and test techniques required to quickly produce efficient parallel programs.
Full Description
This is the first book on parallel MATLAB and the first parallel computing book focused on the design, code, debug, and test techniques required to quickly produce well-performing parallel programs.
MATLAB is currently the dominant language of technical computing with one million users worldwide, many of whom can benefit from the increased power offered by inexpensive multicore and multinode parallel computers. MATLAB is an ideal environment for learning about parallel computing, allowing the user to focus on parallel algorithms instead of the details of implementation.
Parallel MATLAB for Multicore and Multinode Computers covers more parallel algorithms and parallel programming models than any other parallel programming book due to the succinctness of MATLAB. It presents a hands-on approach with numerous example programs; wherever possible, the examples are drawn from widely known and well-documented parallel benchmark codes that are representative of many real applications across the field of technical computing.
Contents
List of Figures
List of Tables
List of Algorithms
Preface
Acknowledgments
Part I: Fundamentals: Chapter 1: Primer: Notation and Interfaces
Chapter 2: Introduction to pMatlab
Chapter 3: Interacting with Distributed Arrays
Part II: Advanced Techniques: Chapter 4: Parallel Programming Models
Chapter 5: Advanced Distributed Array Programming
Chapter 6: Performance Metrics and Software Architecture
Part III: Case Studies: Chapter 7: Parallel Application Analysis
Chapter 8: Stream
Chapter 9: RandomAccess
Chapter 10: Fast Fourier Transform
Chapter 11: High Performance Linpack
Appendix: Notation for Hierarchical Parallel Multicore Algorithms
Index
