Introduction To Parallel Programming
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Introduction to Parallel Programming
Author | : Subodh Kumar |
Publsiher | : Cambridge University Press |
Total Pages | : 135 |
Release | : 2022-07-31 |
Genre | : Computers |
ISBN | : 9781009276306 |
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In modern computer science, there exists no truly sequential computing system; and most advanced programming is parallel programming. This is particularly evident in modern application domains like scientific computation, data science, machine intelligence, etc. This lucid introductory textbook will be invaluable to students of computer science and technology, acting as a self-contained primer to parallel programming. It takes the reader from introduction to expertise, addressing a broad gamut of issues. It covers different parallel programming styles, describes parallel architecture, includes parallel programming frameworks and techniques, presents algorithmic and analysis techniques and discusses parallel design and performance issues. With its broad coverage, the book can be useful in a wide range of courses; and can also prove useful as a ready reckoner for professionals in the field.
Introduction to Parallel Programming
Author | : Subodh Kumar |
Publsiher | : Cambridge University Press |
Total Pages | : 0 |
Release | : 2022-10-31 |
Genre | : Computers |
ISBN | : 9781009069533 |
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This book introduces students to the full gamut of different parallel programming styles and their relationship to hardware architecture.
Introduction to Parallel Computing
Author | : Roman Trobec,Boštjan Slivnik,Patricio Bulić,Borut Robič |
Publsiher | : Springer |
Total Pages | : 256 |
Release | : 2018-09-27 |
Genre | : Computers |
ISBN | : 9783319988337 |
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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.
Introduction to Parallel Computing
Author | : Ananth Grama |
Publsiher | : Pearson Education |
Total Pages | : 664 |
Release | : 2003 |
Genre | : Computers |
ISBN | : 0201648652 |
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A complete source of information on almost all aspects of parallel computing from introduction, to architectures, to programming paradigms, to algorithms, to programming standards. It covers traditional Computer Science algorithms, scientific computing algorithms and data intensive algorithms.
Parallel Programming with MPI
Author | : Peter Pacheco |
Publsiher | : Morgan Kaufmann |
Total Pages | : 456 |
Release | : 1997 |
Genre | : Computers |
ISBN | : 1558603395 |
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Mathematics of Computing -- Parallelism.
An Introduction to Parallel Programming
Author | : Peter Pacheco,Matthew Malensek |
Publsiher | : Morgan Kaufmann |
Total Pages | : 498 |
Release | : 2021-08-27 |
Genre | : Computers |
ISBN | : 9780128046180 |
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An Introduction to Parallel Programming, Second Edition presents a tried-and-true tutorial approach that shows students how to develop effective parallel programs with MPI, Pthreads and OpenMP.As the first undergraduate text to directly address compiling and running parallel programs on multi-core and cluster architecture, this second edition carries forward its clear explanations for designing, debugging and evaluating the performance of distributed and shared-memory programs while adding coverage of accelerators via new content on GPU programming and heterogeneous programming. New and improved user-friendly exercises teach students how to compile, run and modify example programs. Takes a tutorial approach, starting with small programming examples and building progressively to more challenging examples Explains how to develop parallel programs using MPI, Pthreads and OpenMP programming models A robust package of online ancillaries for instructors and students includes lecture slides, solutions manual, downloadable source code, and an image bank New to this edition: New chapters on GPU programming and heterogeneous programming New examples and exercises related to parallel algorithms
Parallel Programming
Author | : Bertil Schmidt,Jorge Gonzalez-Dominguez,Christian Hundt,Moritz Schlarb |
Publsiher | : Morgan Kaufmann |
Total Pages | : 416 |
Release | : 2017-11-20 |
Genre | : Computers |
ISBN | : 9780128044865 |
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Parallel Programming: Concepts and Practice provides an upper level introduction to parallel programming. In addition to covering general parallelism concepts, this text teaches practical programming skills for both shared memory and distributed memory architectures. The authors’ open-source system for automated code evaluation provides easy access to parallel computing resources, making the book particularly suitable for classroom settings. Covers parallel programming approaches for single computer nodes and HPC clusters: OpenMP, multithreading, SIMD vectorization, MPI, UPC++ Contains numerous practical parallel programming exercises Includes access to an automated code evaluation tool that enables students the opportunity to program in a web browser and receive immediate feedback on the result validity of their program Features an example-based teaching of concept to enhance learning outcomes
Parallel Programming in C with MPI and OpenMP
Author | : Michael Jay Quinn |
Publsiher | : McGraw-Hill Education |
Total Pages | : 529 |
Release | : 2004 |
Genre | : C (Computer program language) |
ISBN | : 0071232656 |
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The era of practical parallel programming has arrived, marked by the popularity of the MPI and OpenMP software standards and the emergence of commodity clusters as the hardware platform of choice for an increasing number of organizations. This exciting new book,Parallel Programming in C with MPI and OpenMPaddresses the needs of students and professionals who want to learn how to design, analyze, implement, and benchmark parallel programs in C using MPI and/or OpenMP. It introduces a rock-solid design methodology with coverage of the most important MPI functions and OpenMP directives. It also demonstrates, through a wide range of examples, how to develop parallel programs that will execute efficiently on today’s parallel platforms. If you are an instructor who has adopted the book and would like access to the additional resources, please contact your local sales rep. or Michelle Flomenhoft at: [email protected].