An Introduction To Parallel Programming

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Introduction to Parallel Programming

Subodh Kumar
Introduction to Parallel Programming Book PDF

Author : Subodh Kumar
Publisher : Cambridge University Press
Page : 128 pages
File Size : 54,5 Mb
Release : 2022-07-31
Category : Computers
ISBN : 9781009276306

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Introduction to Parallel Programming by Subodh Kumar Pdf

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

Peter Pacheco
Parallel Programming with MPI Book PDF

Author : Peter Pacheco
Publisher : Morgan Kaufmann
Page : 456 pages
File Size : 47,5 Mb
Release : 1997
Category : Computers
ISBN : 1558603395

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Parallel Programming with MPI by Peter Pacheco Pdf

Mathematics of Computing -- Parallelism.

Introduction to Parallel Programming

Subodh Kumar
Introduction to Parallel Programming Book PDF

Author : Subodh Kumar
Publisher : Cambridge University Press
Page : 0 pages
File Size : 41,9 Mb
Release : 2022-10-31
Category : Computers
ISBN : 9781009069533

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Introduction to Parallel Programming by Subodh Kumar Pdf

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

Introduction to Parallel Computing

Roman Trobec,Boštjan Slivnik,Patricio Bulić,Borut Robič
Introduction to Parallel Computing Book PDF

Author : Roman Trobec,Boštjan Slivnik,Patricio Bulić,Borut Robič
Publisher : Springer
Page : 256 pages
File Size : 40,9 Mb
Release : 2018-09-27
Category : Computers
ISBN : 9783319988337

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Introduction to Parallel Computing by Roman Trobec,Boštjan Slivnik,Patricio Bulić,Borut Robič Pdf

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.

An Introduction to Parallel Programming

Peter Pacheco,Matthew Malensek
An Introduction to Parallel Programming Book PDF

Author : Peter Pacheco,Matthew Malensek
Publisher : Morgan Kaufmann
Page : 498 pages
File Size : 43,7 Mb
Release : 2021-08-27
Category : Computers
ISBN : 9780128046180

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An Introduction to Parallel Programming by Peter Pacheco,Matthew Malensek Pdf

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

Bertil Schmidt,Jorge Gonzalez-Dominguez,Christian Hundt,Moritz Schlarb
Parallel Programming Book PDF

Author : Bertil Schmidt,Jorge Gonzalez-Dominguez,Christian Hundt,Moritz Schlarb
Publisher : Morgan Kaufmann
Page : 416 pages
File Size : 53,5 Mb
Release : 2017-11-20
Category : Computers
ISBN : 9780128044865

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Parallel Programming by Bertil Schmidt,Jorge Gonzalez-Dominguez,Christian Hundt,Moritz Schlarb Pdf

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

Zbigniew J. Czech
Introduction to Parallel Computing Book PDF

Author : Zbigniew J. Czech
Publisher : Cambridge University Press
Page : 383 pages
File Size : 43,6 Mb
Release : 2017-01-11
Category : Computers
ISBN : 9781107174399

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Introduction to Parallel Computing by Zbigniew J. Czech Pdf

A comprehensive guide for students and practitioners to parallel computing models, processes, metrics, and implementation in MPI and OpenMP.

Parallel Programming in C with MPI and OpenMP

Michael Jay Quinn
Parallel Programming in C with MPI and OpenMP Book PDF

Author : Michael Jay Quinn
Publisher : McGraw-Hill Education
Page : 529 pages
File Size : 44,9 Mb
Release : 2004
Category : C (Computer program language)
ISBN : 0071232656

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Parallel Programming in C with MPI and OpenMP by Michael Jay Quinn Pdf

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].

An Introduction to Parallel Programming

K. Mani Chandy,Stephen Taylor
An Introduction to Parallel Programming Book PDF

Author : K. Mani Chandy,Stephen Taylor
Publisher : Jones & Bartlett Publishers
Page : 264 pages
File Size : 53,5 Mb
Release : 1992
Category : Computers
ISBN : UOM:49015001363937

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An Introduction to Parallel Programming by K. Mani Chandy,Stephen Taylor Pdf

Computer Science

Introduction to Parallel Computing

Vipin Kumar
Introduction to Parallel Computing Book PDF

Author : Vipin Kumar
Publisher : Addison Wesley Longman
Page : 632 pages
File Size : 51,5 Mb
Release : 1994
Category : Computers
ISBN : UOM:39015047505469

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Introduction to Parallel Computing by Vipin Kumar Pdf

Mathematics of Computing -- Parallelism.

Introduction to Parallel Computing

Ananth Grama
Introduction to Parallel Computing Book PDF

Author : Ananth Grama
Publisher : Pearson Education
Page : 664 pages
File Size : 47,7 Mb
Release : 2003
Category : Computers
ISBN : 0201648652

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Introduction to Parallel Computing by Ananth Grama Pdf

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.

High Performance Computing and the Art of Parallel Programming

Stan Openshaw,Ian Turton
High Performance Computing and the Art of Parallel Programming Book PDF

Author : Stan Openshaw,Ian Turton
Publisher : Routledge
Page : 260 pages
File Size : 53,7 Mb
Release : 2005-09-19
Category : Science
ISBN : 9781134729715

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High Performance Computing and the Art of Parallel Programming by Stan Openshaw,Ian Turton Pdf

This book provides a non-technical introduction to High Performance Computing applications together with advice about how beginners can start to write parallel programs. The authors show what HPC can offer geographers and social scientists and how it can be used in GIS. They provide examples of where it has already been used and suggestions for other areas of application in geography and the social sciences. Case studies drawn from geography explain the key principles and help to understand the logic and thought processes that lie behind the parallel programming.

Structured Parallel Programming

Michael McCool,James Reinders,Arch Robison
Structured Parallel Programming Book PDF

Author : Michael McCool,James Reinders,Arch Robison
Publisher : Elsevier
Page : 434 pages
File Size : 40,5 Mb
Release : 2012-06-25
Category : Computers
ISBN : 9780124159938

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Structured Parallel Programming by Michael McCool,James Reinders,Arch Robison Pdf

Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders describe how to design and implement maintainable and efficient parallel algorithms using a pattern-based approach. They present both theory and practice, and give detailed concrete examples using multiple programming models. Examples are primarily given using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology. The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models Develops a composable, structured, scalable, and machine-independent approach to parallel computing Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers

INTRODUCTION TO PARALLEL PROCESSING

M. Sasikumar,Dinesh Shikhare,Ravi P. Prakash
INTRODUCTION TO PARALLEL PROCESSING Book PDF

Author : M. Sasikumar,Dinesh Shikhare,Ravi P. Prakash
Publisher : PHI Learning Pvt. Ltd.
Page : 301 pages
File Size : 43,8 Mb
Release : 2014-09-02
Category : Computers
ISBN : 9788120350311

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INTRODUCTION TO PARALLEL PROCESSING by M. Sasikumar,Dinesh Shikhare,Ravi P. Prakash Pdf

Written with a straightforward and student-centred approach, this extensively revised, updated and enlarged edition presents a thorough coverage of the various aspects of parallel processing including parallel processing architectures, programmability issues, data dependency analysis, shared memory programming, thread-based implementation, distributed computing, algorithms, parallel programming languages, debugging, parallelism paradigms, distributed databases as well as distributed operating systems. The book, now in its second edition, not only provides sufficient practical exposure to the programming issues but also enables its readers to make realistic attempts at writing parallel programs using easily available software tools. With all the latest information incorporated and several key pedagogical attributes included, this textbook is an invaluable learning tool for the undergraduate and postgraduate students of computer science and engineering. It also caters to the students pursuing master of computer application. What’s New to the Second Edition • A new chapter named Using Parallelism Effectively has been added covering a case study of parallelising a sorting program, and introducing commonly used parallelism models. • Sections describing the map-reduce model, top-500.org initiative, Indian efforts in supercomputing, OpenMP system for shared memory programming, etc. have been added. • Numerous sections have been updated with current information. • Several questions have been incorporated in the chapter-end exercises to guide students from examination and practice points of view.

Patterns for Parallel Programming

Timothy G. Mattson,Beverly Sanders,Berna Massingill
Patterns for Parallel Programming Book PDF

Author : Timothy G. Mattson,Beverly Sanders,Berna Massingill
Publisher : Pearson Education
Page : 786 pages
File Size : 51,7 Mb
Release : 2004-09-15
Category : Computers
ISBN : 9780321630032

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Patterns for Parallel Programming by Timothy G. Mattson,Beverly Sanders,Berna Massingill Pdf

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.