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Synopsis
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Présentation de l'éditeur
Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the authors gained a unique perspective on the requirements and attitudes of users as well as manufacturers of parallel computers.
The text first introduces the architecture of modern cache-based microprocessors and discusses their inherent performance limitations, before describing general optimization strategies for serial code on cache-based architectures. It next covers shared- and distributed-memory parallel computer architectures and the most relevant network topologies. After discussing parallel computing on a theoretical level, the authors show how to avoid or ameliorate typical performance problems connected with OpenMP. They then present cache-coherent nonuniform memory access (ccNUMA) optimization techniques, examine distributed-memory parallel programming with message passing interface (MPI), and explain how to write efficient MPI code. The final chapter focuses on hybrid programming with MPI and OpenMP.
Users of high performance computers often have no idea what factors limit time to solution and whether it makes sense to think about optimization at all. This book facilitates an intuitive understanding of performance limitations without relying on heavy computer science knowledge. It also prepares readers for studying more advanced literature.
Read about the authors’ recent honor: Informatics Europe Curriculum Best Practices Award for Parallelism and Concurrency
Revue de presse
Georg Hager and Gerhard Wellein have developed a very approachable introduction to high performance computing for scientists and engineers. Their style and description is easy to read and follow. ... This book presents a balanced treatment of the theory, technology, architecture, and software for modern high performance computers and the use of high performance computing systems. The focus on scientific and engineering problems makes this both educational and unique. I highly recommend this timely book for scientists and engineers. I believe this book will benefit many readers and provide a fine reference.
―From the Foreword by Jack Dongarra, University of Tennessee, Knoxville, USA
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurCRC Press Inc
- Date d'édition2010
- ISBN 10 143981192X
- ISBN 13 9781439811924
- ReliureBroché
- Langueanglais
- Numéro d'édition1
- Nombre de pages356
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EUR 44,41
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Introduction to High Performance Computing for Scientists and Engineers (Chapman & Hall/CRC Computational Science)
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CRC Pr I Llc, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
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Introduction to High Performance Computing for Scientists and Engineers (Chapman & Hall/CRC Computational Science)
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Introduction to High Performance Computing for Scientists and Engineers
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ISBN 13 : 9781439811924
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Introduction to High Performance Computing for Scientists and Engineers
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CRC Press, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
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Introduction to High Performance Computing for Scientists and Engineers
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Introduction to High Performance Computing for Scientists and Engineers (Paperback)
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Taylor & Francis Inc, Bosa Roca, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
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Paperback. Etat : new. Paperback. Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the authors gained a unique perspective on the requirements and attitudes of users as well as manufacturers of parallel computers. The text first introduces the architecture of modern cache-based microprocessors and discusses their inherent performance limitations, before describing general optimization strategies for serial code on cache-based architectures. It next covers shared- and distributed-memory parallel computer architectures and the most relevant network topologies. After discussing parallel computing on a theoretical level, the authors show how to avoid or ameliorate typical performance problems connected with OpenMP.They then present cache-coherent nonuniform memory access (ccNUMA) optimization techniques, examine distributed-memory parallel programming with message passing interface (MPI), and explain how to write efficient MPI code. The final chapter focuses on hybrid programming with MPI and OpenMP. Users of high performance computers often have no idea what factors limit time to solution and whether it makes sense to think about optimization at all. This book facilitates an intuitive understanding of performance limitations without relying on heavy computer science knowledge. It also prepares readers for studying more advanced literature. Read about the authors' recent honor: Informatics Europe Curriculum Best Practices Award for Parallelism and Concurrency Written by HPC experts, this book provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. It facilitates an intuitive understanding of performance limitations without relying on heavy computer science knowledge. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9781439811924
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Introduction to High Performance Computing for Scientists and Engineers
Edité par
CRC Pr I Llc, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
Ancien ou d'occasion
Couverture souple
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
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Introduction to High Performance Computing for Scientists and Engineers
Edité par
Taylor & Francis Inc, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
Neuf
Paperback / softback
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Introduction to High Performance Computing for Scientists and Engineers
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Introduction to High Performance Computing for Scientists and Engineers
Edité par
Taylor & Francis Group, 2010
ISBN 10 : 143981192X
ISBN 13 : 9781439811924
Neuf
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Vendeur : Majestic Books, Hounslow, Royaume-Uni
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Etat : New. pp. 356 There will be a 4-page color insert containing four images. Per Randi Cohen, one image per page. This item is printed on demand. N° de réf. du vendeur 6734271
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