Multicore and GPU Programming

Written By Gerassimos Barlas
Multicore and GPU Programming
  • Publsiher : Morgan Kaufmann
  • Release : 05 May 2022
  • ISBN : 0128141212
  • Pages : 1024 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKMulticore and GPU Programming


Read or download book entitled Multicore and GPU Programming written by Gerassimos Barlas which was release on 05 May 2022, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. Book excerpt: Multicore and GPU Programming: An Integrated Approach, Second Edition offers broad coverage of key parallel computing tools, essential for multi-core CPU programming and many-core "massively parallel" computing. Using threads, OpenMP, MPI, CUDA and other state-of-the-art tools, the book teaches the design and development of software capable of taking advantage of modern computing platforms that incorporate CPUs, GPUs and other accelerators. Presenting material refined over more than two decades of teaching parallel computing, author Gerassimos Barlas minimizes the challenge of transitioning from sequential programming to mastering parallel platforms with multiple examples, extensive case studies, and full source code. By using this book, readers will better understand how to 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 parallel machines. Includes comprehensive coverage of all major multi-core and many-core programming tools and platforms, including threads, OpenMP, MPI, CUDA, OpenCL and Thrust. Covers the most recent versions of the above at the time of publication. Demonstrates parallel programming design patterns and examples of how different tools and paradigms can be integrated for superior performance. Updates in the second edition include the use of the C++17 standard for all sample code, a new chapter on concurrent data structures, a new chapter on OpenCL, and the latest research on load balancing. Includes downloadable 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 : 2022-05-05
  • Total pages : 1024
  • ISBN : 0128141212
GET BOOK

Summary : Multicore and GPU Programming: An Integrated Approach, Second Edition offers broad coverage of key parallel computing tools, essential for multi-core CPU programming and many-core "massively parallel" computing. Using threads, OpenMP, MPI, CUDA and other state-of-the-art tools, the book teaches the design and development of software capable of taking advantage of ...

The OpenCL Programming Book

The OpenCL Programming Book
  • Author : http://www.fixstars.com/en/opencl/book/
  • Publisher : Fixstars
  • Release Date : 2022-05-25
  • Total pages : 212
  • ISBN : 0128141212
GET BOOK

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....

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 : 0128141212
GET BOOK

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 ...

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 : 0128141212
GET BOOK

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 : 0128141212
GET BOOK

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 ...

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 : 0128141212
GET BOOK

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 : 0128141212
GET BOOK

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 ...

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 : 0128141212
GET BOOK

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 ...

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 : 0128141212
GET BOOK

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 Programming with OpenACC

Parallel Programming with OpenACC
  • Author : Rob Farber
  • Publisher : Newnes
  • Release Date : 2016-10-14
  • Total pages : 326
  • ISBN : 0128141212
GET BOOK

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 ...

Trends in Functional Programming

Trends in Functional Programming
  • Author : Michał Pałka,Magnus Myreen
  • Publisher : Springer
  • Release Date : 2019-04-23
  • Total pages : 157
  • ISBN : 0128141212
GET BOOK

Summary : This book constitutes the thoroughly refereed revised selected papers of the 19th International Symposium on Trends in Functional Programming, TFP 2018, held in Gothenburg, Sweden, in June 2018. The 7 revised full papers were selected from 13 submissions and present papers in all aspects of functional programming, taking a broad view of current and ...

Parallel Computing On the Road to Exascale

Parallel Computing  On the Road to Exascale
  • Author : G.R. Joubert,H. Leather,M. Parsons
  • Publisher : IOS Press
  • Release Date : 2016-04-28
  • Total pages : 872
  • ISBN : 0128141212
GET BOOK

Summary : As predicted by Gordon E. Moore in 1965, the performance of computer processors increased at an exponential rate. Nevertheless, the increases in computing speeds of single processor machines were eventually curtailed by physical constraints. This led to the development of parallel computing, and whilst progress has been made in this field, ...

Parallel Computing Technologies

Parallel Computing Technologies
  • Author : Victor Malyshkin
  • Publisher : Springer Nature
  • Release Date : 2021-09-06
  • Total pages : 480
  • ISBN : 0128141212
GET BOOK

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 ...

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 : 0128141212
GET BOOK

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, ...

Designing Scientific Applications on GPUs

Designing Scientific Applications on GPUs
  • Author : Raphael Couturier
  • Publisher : CRC Press
  • Release Date : 2013-11-21
  • Total pages : 498
  • ISBN : 0128141212
GET BOOK

Summary : Many of today’s complex scientific applications now require a vast amount of computational power. General purpose graphics processing units (GPGPUs) enable researchers in a variety of fields to benefit from the computational power of all the cores available inside graphics cards. Understand the Benefits of Using GPUs for Many ...