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High Performance Computing

Programming and Applications

Language EnglishEnglish
Book Hardback
Book High Performance Computing Gene Wagenbreth
Libristo code: 06753721
Publishers Taylor & Francis Ltd, December 2010
High Performance Computing: Programming and Applications presents techniques that address new perfor... Full description
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High Performance Computing: Programming and Applications presents techniques that address new performance issues in the programming of high performance computing (HPC) applications. Omitting tedious details, the book discusses hardware architecture concepts and programming techniques that are the most pertinent to application developers for achieving high performance. Even though the text concentrates on C and Fortran, the techniques described can be applied to other languages, such as C++ and Java.

Drawing on their experience with chips from AMD and systems, interconnects, and software from Cray Inc., the authors explore the problems that create bottlenecks in attaining good performance. They cover techniques that pertain to each of the three levels of parallelism:

  • Message passing between the nodes
  • Shared memory parallelism on the nodes or the multiple instruction, multiple data (MIMD) units on the accelerator
  • Vectorization on the inner level

After discussing architectural and software challenges, the book outlines a strategy for porting and optimizing an existing application to a large massively parallel processor (MPP) system. With a look toward the future, it also introduces the use of general purpose graphics processing units (GPGPUs) for carrying out HPC computations. A companion website at www.hybridmulticoreoptimization.com contains all the examples from the book, along with updated timing results on the latest released processors.

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About the book

Full name High Performance Computing
Language English
Binding Book - Hardback
Date of issue 2010
Number of pages 244
EAN 9781420077056
ISBN 9781420077056
Libristo code 06753721
Weight 570
Dimensions 163 x 241 x 17
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