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Introduction to Parallel Programming

Author : Subodh Kumar

Publisher : Cambridge University Press

Page : pages

File Size : 44,95 MB

Release : 2022-07-31

Category : Computers

ISBN : 1009276301

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Book Description

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.



Parallel Programming with MPI

Author : Peter Pacheco

Publisher : Morgan Kaufmann

Page : 456 pages

File Size : 10,87 MB

Release : 1997

Category : Computers

ISBN : 9781558603394

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Book Description

Mathematics of Computing -- Parallelism.



Parallel Programming

Author : Bertil Schmidt

Publisher : Morgan Kaufmann

Page : 418 pages

File Size : 26,82 MB

Release : 2017-11-20

Category : Computers

ISBN : 0128044861

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Book Description

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



Introduction to Parallel Computing

Author : Roman Trobec

Publisher : Springer

Page : 263 pages

File Size : 40,10 MB

Release : 2018-09-27

Category : Computers

ISBN : 3319988336

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Book Description

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 : Vipin Kumar

Publisher : Addison Wesley Longman

Page : 632 pages

File Size : 15,99 MB

Release : 1994

Category : Computers

ISBN :

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Book Description

Mathematics of Computing -- Parallelism.



An Introduction to Parallel Programming

Author : Peter Pacheco

Publisher : Morgan Kaufmann

Page : 498 pages

File Size : 39,41 MB

Release : 2021-08-27

Category : Computers

ISBN : 012804618X

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Book Description

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



Introduction to Parallel Computing

Author : Ananth Grama

Publisher : Pearson Education

Page : 664 pages

File Size : 29,41 MB

Release : 2003

Category : Computers

ISBN : 9780201648652

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Book Description

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.



Introduction to Parallel Programming

Author : Subodh Kumar

Publisher : Cambridge University Press

Page : 0 pages

File Size : 10,13 MB

Release : 2022-10-31

Category : Computers

ISBN : 1009069535

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Book Description

This book introduces students to the full gamut of different parallel programming styles and their relationship to hardware architecture.



Parallel Programming in C with MPI and OpenMP

Author : Michael Jay Quinn

Publisher : McGraw-Hill Education

Page : 529 pages

File Size : 44,72 MB

Release : 2004

Category : C (Computer program language)

ISBN : 9780071232654

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Book Description

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].



Patterns for Parallel Programming

Author : Timothy G. Mattson

Publisher : Pearson Education

Page : 786 pages

File Size : 39,67 MB

Release : 2004-09-15

Category : Computers

ISBN : 0321630033

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Book Description

The Parallel Programming Guide for Every Software Developer From grids and clusters to next-generation game consoles, parallel computing is going mainstream. Innovations such as Hyper-Threading Technology, HyperTransport Technology, and multicore microprocessors from IBM, Intel, and Sun are accelerating the movement's growth. Only one thing is missing: programmers with the skills to meet the soaring demand for parallel software. That's where Patterns for Parallel Programming comes in. It's the first parallel programming guide written specifically to serve working software developers, not just computer scientists. The authors introduce a complete, highly accessible pattern language that will help any experienced developer "think parallel"-and start writing effective parallel code almost immediately. Instead of formal theory, they deliver proven solutions to the challenges faced by parallel programmers, and pragmatic guidance for using today's parallel APIs in the real world. Coverage includes: Understanding the parallel computing landscape and the challenges faced by parallel developers Finding the concurrency in a software design problem and decomposing it into concurrent tasks Managing the use of data across tasks Creating an algorithm structure that effectively exploits the concurrency you've identified Connecting your algorithmic structures to the APIs needed to implement them Specific software constructs for implementing parallel programs Working with today's leading parallel programming environments: OpenMP, MPI, and Java Patterns have helped thousands of programmers master object-oriented development and other complex programming technologies. With this book, you will learn that they're the best way to master parallel programming too.