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Performance Optimization of Numerically Intensive Codes: (Software Environments and Tools)

Performance Optimization of Numerically Intensive Codes: (Software Environments and Tools)

          
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About the Book

Offers a comprehensive, tutorial-style, hands-on, introductory and intermediate-level treatment of all the essential ingredients for achieving high performance in numerical computations on modern computers. The authors explain computer architectures, data traffic, and issues related to performance of serial and parallel code optimization exemplified by actual programs written for algorithms of wide interest. The unique hands-on style is achieved by extensive case studies using realistic computational problems. The performance gain obtained by applying the techniques described in this book can be very significant.

The book bridges the gap between the literature in system architecture, the one in numerical methods and the occasional descriptions of optimization topics in computer vendors' literature. It also allows readers to better judge the suitability of certain computer architecture to their computational requirements. In contrast to standard textbooks on computer architecture and on programming techniques the book treats these topics together at the level necessary for writing high-performance programs. The book facilitates easy access to these topics for computational scientists and engineers mainly interested in practical issues related to efficient code development.

Table of Contents:

  • Preface
  • Chapter 1: Introduction
  • Chapter 2: Notions of Computer Architecture
  • Chapter 3: A Few Basic Efficiency Guidelines
  • Chapter 4: Timing and Profiling of a Program
  • Chapter 5: Optimization of Floating Point Operations
  • Chapter 6: Optimization of Memory Access
  • Chapter 7: Miscellaneous Optimizations
  • Chapter 8: Optimization of Parallel Programs
  • Chapter 9: Case Studies
  • Chapter 10: Benchmarks
  • Appendix
  • Bibliography
  • Index.


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    Product Details
    • ISBN-13: 9780898714845
    • Publisher: Society for Industrial & Applied Mathematics,U.S.
    • Publisher Imprint: Society for Industrial & Applied Mathematics,U.S.
    • Depth: 10
    • Language: English
    • Returnable: Y
    • Spine Width: 9 mm
    • Width: 151 mm
    • ISBN-10: 0898714842
    • Publisher Date: 31 Mar 2001
    • Binding: Paperback
    • Height: 228 mm
    • No of Pages: 184
    • Series Title: Software Environments and Tools
    • Weight: 354 gr


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