Multicore and GPU Programming

Written By Gerassimos Barlas
Multicore and GPU Programming
  • Publsiher : Morgan Kaufmann
  • Release : 15 December 2021
  • ISBN : 9780128141205
  • Pages : 736 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Multicore and GPU Programming written by Gerassimos Barlas which was release on 15 December 2021, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. Book excerpt: Multicore and GPU Programming: An Integrated Approach offers broad coverage of the key parallel computing skillsets: multicore CPU programming and manycore "massively parallel" computing. Using threads, OpenMP, MPI, CUDA, and other current tools it teaches the design and development of software capable of taking advantage of today's computing platforms incorporating CPU and GPU hardware and explains how to transition from sequential programming to a parallel computing paradigm. Presenting material refined over more than a decade of teaching parallel computing, author Gerassimos Barlas minimizes the challenge with multiple examples, extensive case studies, and full source code. Using this book, readers can develop programs that run over distributed memory machines using MPI, create multi-threaded applications with either libraries or directives, write optimized applications that balance the workload between available computing resources, and profile and debug programs targeting multicore machines. Comprehensive coverage of all major multicore programming tools, including threads, OpenMP, MPI, and CUDA, with coverage of OpenCL and OpenACC added Demonstrates parallel programming design patterns and examples of how different tools and paradigms can be integrated for superior performance New features in the second edition include the use of the C++14 standard for all sample code, a new chapter on concurrent data structures, and the latest research on load balancing Download source code, examples, and instructor support materials on the book's companion website

Multicore and GPU Programming

Multicore and GPU Programming
  • Author : Gerassimos Barlas
  • Publisher : Morgan Kaufmann
  • Release Date : 2021-12-15
  • Total pages : 736
  • ISBN : 9780128141205
GET BOOK

Summary : Multicore and GPU Programming: An Integrated Approach offers broad coverage of the key parallel computing skillsets: multicore CPU programming and manycore "massively parallel" computing. Using threads, OpenMP, MPI, CUDA, and other current tools it teaches the design and development of software capable of taking advantage of today's computing platforms incorporating ...

Exam Prep for Multicore and Gpu Programming An Integrated

Exam Prep for  Multicore and Gpu Programming  An Integrated
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-05-15
  • Total pages : 212
  • ISBN : 9780128141205
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Summary : Download or read online Exam Prep for Multicore and Gpu Programming An Integrated written by , published by which was released on . Get Exam Prep for Multicore and Gpu Programming An Integrated Books now! Available in PDF, ePub and Kindle....

The OpenCL Programming Book

The OpenCL Programming Book
  • Author : http://www.fixstars.com/en/opencl/book/
  • Publisher : Fixstars
  • Release Date : 2021-05-15
  • Total pages : 212
  • ISBN : 9780128141205
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Summary : Download or read online The OpenCL Programming Book written by http://www.fixstars.com/en/opencl/book/, published by Fixstars which was released on . Get The OpenCL Programming Book Books now! Available in PDF, ePub and Kindle....

Parallel Programming

Parallel Programming
  • Author : Thomas Rauber,Gudula Rünger
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-13
  • Total pages : 516
  • ISBN : 9780128141205
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Summary : Innovations in hardware architecture, like hyper-threading or multicore processors, mean that parallel computing resources are available for inexpensive desktop computers. In only a few years, many standard software products will be based on concepts of parallel programming implemented on such hardware, and the range of applications will be much broader ...

GPU Programming in MATLAB

GPU Programming in MATLAB
  • Author : Nikolaos Ploskas,Nikolaos Samaras
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-08-25
  • Total pages : 318
  • ISBN : 9780128141205
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Summary : GPU programming in MATLAB is intended for scientists, engineers, or students who develop or maintain applications in MATLAB and would like to accelerate their codes using GPU programming without losing the many benefits of MATLAB. The book starts with coverage of the Parallel Computing Toolbox and other MATLAB toolboxes for ...

Multicore Computing

Multicore Computing
  • Author : Sanguthevar Rajasekaran,Lance Fiondella,Mohamed Ahmed,Reda A. Ammar
  • Publisher : CRC Press
  • Release Date : 2013-12-12
  • Total pages : 452
  • ISBN : 9780128141205
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Summary : Every area of science and engineering today has to process voluminous data sets. Using exact, or even approximate, algorithms to solve intractable problems in critical areas, such as computational biology, takes time that is exponential in some of the underlying parameters. Parallel computing addresses this issue and has become affordable ...

Programming Multicore and Many core Computing Systems

Programming Multicore and Many core Computing Systems
  • Author : Sabri Pllana,Fatos Xhafa
  • Publisher : John Wiley & Sons
  • Release Date : 2017-01-23
  • Total pages : 528
  • ISBN : 9780128141205
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Summary : Programming multi-core and many-core computing systems Sabri Pllana, Linnaeus University, Sweden Fatos Xhafa, Technical University of Catalonia, Spain Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing ...

Parallel Programming with OpenACC

Parallel Programming with OpenACC
  • Author : Rob Farber
  • Publisher : Newnes
  • Release Date : 2016-10-14
  • Total pages : 326
  • ISBN : 9780128141205
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Summary : Parallel Programming with OpenACC is a modern, practical guide to implementing dependable computing systems. The book explains how anyone can use OpenACC to quickly ramp-up application performance using high-level code directives called pragmas. The OpenACC directive-based programming model is designed to provide a simple, yet powerful, approach to accelerators without ...

Parallel Computing

Parallel Computing
  • Author : Barbara Chapman
  • Publisher : IOS Press
  • Release Date : 2010-01-01
  • Total pages : 739
  • ISBN : 9780128141205
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Summary : Parallel computing technologies have brought dramatic changes to mainstream computing; the majority of today's PC's, laptops and even notebooks incorporate multiprocessor chips with up to four processors. Standard components are increasingly combined with GPU's (Graphics Processing Unit), originally designed for high-speed graphics processing, and FPGA's (Free Programmable Gate Array) to ...

Scientific Computing with Multicore and Accelerators

Scientific Computing with Multicore and Accelerators
  • Author : Jakub Kurzak,David A. Bader,Jack Dongarra
  • Publisher : CRC Press
  • Release Date : 2010-12-07
  • Total pages : 514
  • ISBN : 9780128141205
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Summary : The hybrid/heterogeneous nature of future microprocessors and large high-performance computing systems will result in a reliance on two major types of components: multicore/manycore central processing units and special purpose hardware/massively parallel accelerators. While these technologies have numerous benefits, they also pose substantial performance challenges for developers, including ...

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook
  • Author : Giancarlo Zaccone
  • Publisher : Packt Publishing Ltd
  • Release Date : 2015-08-26
  • Total pages : 286
  • ISBN : 9780128141205
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Summary : Master efficient parallel programming to build powerful applications using Python About This Book Design and implement efficient parallel software Master new programming techniques to address and solve complex programming problems Explore the world of parallel programming with this book, which is a go-to resource for different kinds of parallel computing ...

Facing the Multicore Challenge

Facing the Multicore Challenge
  • Author : Rainer Keller,David Kramer,Jan-Philipp Weiss
  • Publisher : Springer
  • Release Date : 2010-10-05
  • Total pages : 156
  • ISBN : 9780128141205
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Summary : This survey of the impact of multicore and co-processor technologies on science as well as on large-scale interdisciplinary applications covers the state of the art in the field. It also points to a number of potentially fruitful areas for future research....

Parallel and Concurrent Programming in Haskell

Parallel and Concurrent Programming in Haskell
  • Author : Simon Marlow
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2013-07-12
  • Total pages : 322
  • ISBN : 9780128141205
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Summary : If you have a working knowledge of Haskell, this hands-on book shows you how to use the language’s many APIs and frameworks for writing both parallel and concurrent programs. You’ll learn how parallelism exploits multicore processors to speed up computation-heavy programs, and how concurrency enables you to write ...

Optimization Application and Usability of Algorithmic Skeletons for Parallel Programming on Multi core and Multi GPU Clusters

Optimization  Application  and Usability of Algorithmic Skeletons for Parallel Programming on Multi core and Multi GPU Clusters
  • Author : Fabian Wrede
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 9780128141205
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Summary : Download or read online Optimization Application and Usability of Algorithmic Skeletons for Parallel Programming on Multi core and Multi GPU Clusters written by Fabian Wrede, published by which was released on 2020. Get Optimization Application and Usability of Algorithmic Skeletons for Parallel Programming on Multi core and Multi GPU Clusters Books ...

Parallel and High Performance Computing

Parallel and High Performance Computing
  • Author : Robert Robey,Juliana Zamora
  • Publisher : Manning Publications
  • Release Date : 2021-04-27
  • Total pages : 600
  • ISBN : 9780128141205
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Summary : Efficient parallel programming can save hours—or even days—of computing time. Parallel and High Performance Computing shows you how to deliver faster run-times, greater scalability, and increased energy efficiency to your programs by mastering parallel techniques for multicore processor and GPU hardware. Efficient parallel programming can save hours—or ...