New PDF release: Introduction to High Performance Computing for Scientists
By Georg Hager,Gerhard Wellein
Written via excessive functionality computing (HPC) specialists, Introduction to excessive functionality Computing for Scientists and Engineers offers an exceptional creation to present mainstream desktop structure, dominant parallel programming types, and necessary optimization options for clinical HPC. From operating in a systematic computing middle, the authors won a distinct standpoint at the standards and attitudes of clients in addition to brands of parallel computers.
The textual content first introduces the structure of recent cache-based microprocessors and discusses their inherent functionality boundaries, prior to describing normal optimization innovations for serial code on cache-based architectures. It subsequent covers shared- and distributed-memory parallel laptop architectures and the main suitable community topologies. After discussing parallel computing on a theoretical point, the authors convey the way to stay away from or ameliorate ordinary functionality difficulties hooked up with OpenMP. They then current cache-coherent nonuniform reminiscence entry (ccNUMA) optimization concepts, study distributed-memory parallel programming with message passing interface (MPI), and clarify the right way to write effective MPI code. the ultimate bankruptcy specializes in hybrid programming with MPI and OpenMP.
Users of excessive functionality desktops usually don't know what elements restrict time to answer and no matter if it is sensible to contemplate optimization in any respect. This ebook enables an intuitive realizing of functionality obstacles with no counting on heavy machine technology wisdom. It additionally prepares readers for learning extra complicated literature.
Read in regards to the authors’ contemporary honor: Informatics Europe Curriculum most sensible Practices Award for Parallelism and Concurrency
Read or Download Introduction to High Performance Computing for Scientists and Engineers (Chapman & Hall/CRC Computational Science) PDF
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Extra resources for Introduction to High Performance Computing for Scientists and Engineers (Chapman & Hall/CRC Computational Science)
Introduction to High Performance Computing for Scientists and Engineers (Chapman & Hall/CRC Computational Science) by Georg Hager,Gerhard Wellein