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Introduction to Parallel Computing = From Algorithms to Programming on State-of-the-Art Platforms /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Introduction to Parallel Computing/ by Roman Trobec, Boštjan Slivnik, Patricio Bulić, Borut Robič.
其他題名:	From Algorithms to Programming on State-of-the-Art Platforms /
作者:	Trobec, Roman.
其他作者:	Slivnik, Boštjan.
面頁冊數:	XII, 256 p. 86 illus., 7 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer programming. -
電子資源:	https://doi.org/10.1007/978-3-319-98833-7
ISBN:	9783319988337

Introduction to Parallel Computing = From Algorithms to Programming on State-of-the-Art Platforms /
Trobec, Roman.

Introduction to Parallel ComputingFrom Algorithms to Programming on State-of-the-Art Platforms /[electronic resource] :by Roman Trobec, Boštjan Slivnik, Patricio Bulić, Borut Robič. - 1st ed. 2018. - XII, 256 p. 86 illus., 7 illus. in color.online resource. - Undergraduate Topics in Computer Science,1863-7310. - Undergraduate Topics in Computer Science,.

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 π -- 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.

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.

ISBN: 9783319988337

Standard No.: 10.1007/978-3-319-98833-7doiSubjects--Topical Terms:

527822
Computer programming.

LC Class. No.: QA76.6-76.66

Dewey Class. No.: 005.11

Introduction to Parallel Computing = From Algorithms to Programming on State-of-the-Art Platforms /
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