Introduction to High Performance Computing for Scientists and Engineer

Sommario

Modern Processors. Basic Optimization Techniques for Serial Code. Data Access Optimization. Parallel Computers. Basics of Parallelization. Shared-Memory Parallel Programming with OpenMP. Efficient OpenMP Programming. Locality Optimizations on ccNUMA Architectures. Distributed-Memory Parallel Programming with MPI. Efficient MPI Programming. Hybrid Parallelization with MPI and OpenMP. Appendices. Bibliography. Index.

Info autore

Georg Hager is a senior research scientist in the high performance computing group of the Erlangen Regional Computing Center at the University of Erlangen-Nuremberg in Germany. Gerhard Wellein leads the high performance computing group of the Erlangen Regional Computing Center and is a professor in the Department for Computer Science at the University of Erlangen-Nuremberg in Germany.

Riassunto

Suitable for scientists, engineers, and students, this book presents a practical introduction to high performance computing (HPC). It discusses the architecture of modern processors, providing a solid understanding of the performance potentials and limitations of current architectures and code.

Dettagli sul prodotto

• Autori: Georg Hager, Georg (University of Erlangen Nuremberg Hager, Georg Wellein Hager, Hager Georg, Gerhard Wellein, Wellein Gerhard
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 28.11.2017
• EAN: 9781138470897
• ISBN: 978-1-138-47089-7
• Pagine: 360
• Serie: Chapman & Hall/CRC Computational Science
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Hardware; Supercomputers, COMPUTERS / Hardware / Mainframes & Minicomputers