Multicore and GPU Programming

Written By Gerassimos Barlas
Multicore and GPU Programming
  • Publsiher : Elsevier
  • Release : 16 December 2014
  • ISBN : 0124171400
  • Pages : 698 pages
  • Rating : /5 from reviews
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Download or read book entitled Multicore and GPU Programming by author: Gerassimos Barlas which was release on 16 December 2014 and published by Elsevier with total page 698 pages . This book available in PDF, EPUB and Kindle Format. 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 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, you 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 Demonstrates parallel programming design patterns and examples of how different tools and paradigms can be integrated for superior performance Particular focus on the emerging area of divisible load theory and its impact on load balancing and distributed systems 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 : Elsevier
  • Release Date : 2014-12-16
  • Total pages : 698
  • ISBN : 0124171400
GET BOOK

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 : 2021-07-27
  • Total pages : 212
  • ISBN : 0124171400
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Summary : Read online The OpenCL Programming Book written by http://www.fixstars.com/en/opencl/book/, published by Fixstars which was released on . Download full 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 : 0124171400
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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 : 2017-02-06
  • Total pages : 528
  • ISBN : 0124171400
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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 : 0124171400
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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 Programming

Parallel Programming
  • Author : Thomas Rauber,Gudula Rünger
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-13
  • Total pages : 516
  • ISBN : 0124171400
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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 ...

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 : 0124171400
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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 ...

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 : 0124171400
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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 ...

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 : 0124171400
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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 ...

Multicore Application Programming

Multicore Application Programming
  • Author : Darryl Gove
  • Publisher : Addison-Wesley Professional
  • Release Date : 2010-11-01
  • Total pages : 441
  • ISBN : 0124171400
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Summary : Multicore Application Programming is a comprehensive, practical guide to high-performance multicore programming that any experienced developer can use. Author Darryl Gove covers the leanding approaches to parallelization on Windows, Linux, and Oracle Solaris. Through practical examples, he illuminates the challenges involved in writing applications that fully utilize multicore processors, helping ...

Python Parallel Programming Cookbook

Python Parallel Programming Cookbook
  • Author : Giancarlo Zaccone
  • Publisher : Packt Publishing Ltd
  • Release Date : 2015-08-26
  • Total pages : 286
  • ISBN : 0124171400
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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 ...

Heterogeneous Computing with OpenCL

Heterogeneous Computing with OpenCL
  • Author : Benedict Gaster
  • Publisher : Newnes
  • Release Date : 2012-11-13
  • Total pages : 291
  • ISBN : 0124171400
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Summary : Heterogeneous Computing with OpenCL, Second Edition teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs) such as AMD Fusion technology. It is the first textbook that presents OpenCL programming appropriate for the classroom and ...

Fundamentals of Multicore Software Development

Fundamentals of Multicore Software Development
  • Author : Victor Pankratius,Ali-Reza Adl-Tabatabai,Walter Tichy
  • Publisher : CRC Press
  • Release Date : 2011-12-12
  • Total pages : 330
  • ISBN : 0124171400
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Summary : With multicore processors now in every computer, server, and embedded device, the need for cost-effective, reliable parallel software has never been greater. By explaining key aspects of multicore programming, Fundamentals of Multicore Software Development helps software engineers understand parallel programming and master the multicore challenge. Accessible to newcomers to the ...

Facing the Multicore Challenge II

Facing the Multicore Challenge II
  • Author : Rainer Keller,David Kramer,Jan-Philipp Weiss
  • Publisher : Springer
  • Release Date : 2012-05-13
  • Total pages : 173
  • ISBN : 0124171400
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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 for large-scale applications in an interdisciplinary environment. The papers cover issues of current research in mathematical modeling, design of parallel algorithms, aspects of microprocessor architecture, parallel programming languages, hardware-aware computing, heterogeneous platforms, ...

Task Scheduling for Multi core and Parallel Architectures

Task Scheduling for Multi core and Parallel Architectures
  • Author : Quan Chen,Minyi Guo
  • Publisher : Springer
  • Release Date : 2017-11-23
  • Total pages : 243
  • ISBN : 0124171400
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Summary : This book presents task-scheduling techniques for emerging complex parallel architectures including heterogeneous multi-core architectures, warehouse-scale datacenters, and distributed big data processing systems. The demand for high computational capacity has led to the growing popularity of multicore processors, which have become the mainstream in both the research and real-world settings. Yet ...