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 ...

Multicore and GPU Programming

Multicore and GPU Programming
  • Author : Gerassimos Barlas
  • Publisher : Elsevier
  • Release Date : 2014-12-16
  • Total pages : 698
  • ISBN : 9780128141205
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Summary : Multicore and GPU Programming offers broad coverage of the key parallel computing skillsets: multicore CPU programming and manycore "massively parallel" computing. Using threads, OpenMP, MPI, and CUDA, it teaches the design and development of software capable of taking advantage of today’s computing platforms incorporating CPU and GPU hardware and ...

The OpenCL Programming Book

The OpenCL Programming Book
  • Author : http://www.fixstars.com/en/opencl/book/
  • Publisher : Fixstars
  • Release Date : 2021-12-02
  • 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....

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 ...

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

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 ...

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 for Modern High Performance Computing Systems

Parallel Programming for Modern High Performance Computing Systems
  • Author : Pawel Czarnul
  • Publisher : CRC Press
  • Release Date : 2018-03-05
  • Total pages : 304
  • ISBN : 9780128141205
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Summary : In view of the growing presence and popularity of multicore and manycore processors, accelerators, and coprocessors, as well as clusters using such computing devices, the development of efficient parallel applications has become a key challenge to be able to exploit the performance of such systems. This book covers the scope ...

Parallel and High Performance Computing

Parallel and High Performance Computing
  • Author : Robert Robey,Yuliana Zamora
  • Publisher : Simon and Schuster
  • Release Date : 2021-06-22
  • Total pages : 704
  • ISBN : 9780128141205
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Summary : Parallel and High Performance Computing offers techniques guaranteed to boost your code’s effectiveness. Summary Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours—or even days—of computing time. Parallel and High Performance Computing shows ...

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 ...

Facing the Multicore Challenge III

Facing the Multicore Challenge III
  • Author : Rainer Keller,David Kramer,Jan-Philipp Weiß
  • Publisher : Springer
  • Release Date : 2013-01-11
  • Total pages : 146
  • ISBN : 9780128141205
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Summary : This state-of-the-art survey features topics related to the impact of multicore, manycore, and coprocessor technologies in science and large-scale applications in an interdisciplinary environment. The papers included in this survey cover research in mathematical modeling, design of parallel algorithms, aspects of microprocessor architecture, parallel programming languages, hardware-aware computing, heterogeneous platforms, ...

Computational Physics

Computational Physics
  • Author : Rubin H. Landau,Manuel J. Páez,Cristian C. Bordeianu
  • Publisher : John Wiley & Sons
  • Release Date : 2015-09-08
  • Total pages : 644
  • ISBN : 9780128141205
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Summary : The use of computation and simulation has become an essential part of the scientific process. Being able to transform a theory into an algorithm requires significant theoretical insight, detailed physical and mathematical understanding, and a working level of competency in programming. This upper-division text provides an unusually broad survey of ...

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....

Trends in Functional Programming

Trends in Functional Programming
  • Author : Hans Wolfgang Loidl,Ricardo Peña
  • Publisher : Springer
  • Release Date : 2013-08-13
  • Total pages : 311
  • ISBN : 9780128141205
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Summary : This book constitutes the thoroughly refereed revised selected papers of the 13th International Symposium on Trends in Functional Programming, TFP 2012, held in St Andrews, Scotland, UK in June 2012. The 18 revised full papers included in this volume were carefully and selected from 49 submissions and are complemented with an invited paper. They ...

Parallel Computing Technologies

Parallel Computing Technologies
  • Author : Victor Malyshkin
  • Publisher : Springer Nature
  • Release Date : 2021-09-06
  • Total pages : 480
  • ISBN : 9780128141205
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Summary : This book constitutes the proceedings of the 16th International Conference on Parallel Computing Technologies, PaCT 2021, which was held during September 13-18, 2021. The conference was planned to take place in Kaliningrad, Russia, but changed to an online event due to the COVID-19 pandemic. The 24 full and 12 short papers included in this ...