Introduction to Parallel Computing
From Algorithms to Programming on State-of-the-Art Platforms
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Beschreibung
Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms.
This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters.
Many examples and exercises support the exposition.
Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms.
This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters.
Many examples and exercises support the exposition.
Introduces the foundations and state of the art of parallel computing Suitable for a 15-week course for advanced undergraduate studies, and featuring exercises Covers the key aspects of parallel computing: parallel, distributed and embedded multicore computing, computer clusters, and GPU computing
Autor*in
Roman Trobec
Themen in »Introduction to Parallel Computing«
Parallel computing Parallel-processing algorithms High-performance computing Microprocessors Interconnection technology Supercomputing architecture