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Sur le même sujet :
Computer science
Electronic data processing
Microprogramming
Microprocessors
Computer programming
Numerical analysis.
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par auteur:
Trobec , Roman
Slivnik , Boštjan.
Bulić , Patricio.
Robič , Borut.
Slivnik , Boštjan.
Bulić , Patricio.
Robič , Borut.
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Auteur :
Trobec , Roman
Slivnik , Boštjan.
Bulić , Patricio.
Robič , Borut.
Titre :
Introduction to Parallel Computing : From Algorithms to Programming on State-of-the-Art Platforms , by Roman Trobec ; Boštjan Slivnik, Patricio Bulić, Borut Robič
Edition :
1st ed. 2018.
Editeur :
Cham : Springer International Publishing , 2018
Collection :
Undergraduate Topics in Computer Science , 2197-1781
ISBN:
978-3-319-98833-7
Notes :
L'accès complet à la ressource est réservé aux usagers des établissements qui en ont fait l'acquisition
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. Topics covered range from parallel algorithms, programming tools, OpenMP, MPI and OpenCL, followed by experimental measurements of parallel programs’ run-times, and by engineering analysis of obtained results for improved parallel execution performances. Many examples and exercises support the exposition.
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Contient :
Part I: Foundations ; Why Do We Need Parallel Programming ; Overview of Parallel Systems ; Part II: Programming ; Programming Multi-Core and Shared Memory Multiprocessors Using OpenMP ; MPI Processes and Messaging ; OpenCL for Massively Parallel Graphic Processors ; Part III: Engineering ; Engineering: Parallel Computation of the Number p ; Engineering: Parallel Solution of 1-D Heat Equation ; Engineering: Parallel Implementation of Seam Carving ; Final Remarks and Perspectives ; Appendix A: Hints for Making Your Computer a Parallel Machine.
Sujet :
Computer science
Electronic data processing
Microprogramming
Microprocessors
Computer programming
Numerical analysis.
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