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.
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.
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.
Inhaltsangabe
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.
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.
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