GPU Computing Gems

GPU Computing Gems
Author: Wen-mei W. Hwu
Publsiher: Elsevier
Total Pages: 541
Release: 2012
Genre: Computers
ISBN: 9780123859631

Download GPU Computing Gems Book in PDF, Epub and Kindle

"Since the introduction of CUDA in 2007, more than 100 million computers with CUDA capable GPUs have been shipped to end users. GPU computing application developers can now expect their application to have a mass market. With the introduction of OpenCL in 2010, researchers can now expect to develop GPU applications that can run on hardware from multiple vendors"--

GPU Computing Gems Emerald Edition

GPU Computing Gems Emerald Edition
Author: Anonim
Publsiher: Elsevier
Total Pages: 886
Release: 2011-01-13
Genre: Computers
ISBN: 0123849896

Download GPU Computing Gems Emerald Edition Book in PDF, Epub and Kindle

GPU Computing Gems Emerald Edition offers practical techniques in parallel computing using graphics processing units (GPUs) to enhance scientific research. The first volume in Morgan Kaufmann's Applications of GPU Computing Series, this book offers the latest insights and research in computer vision, electronic design automation, and emerging data-intensive applications. It also covers life sciences, medical imaging, ray tracing and rendering, scientific simulation, signal and audio processing, statistical modeling, video and image processing. This book is intended to help those who are facing the challenge of programming systems to effectively use GPUs to achieve efficiency and performance goals. It offers developers a window into diverse application areas, and the opportunity to gain insights from others' algorithm work that they may apply to their own projects. Readers will learn from the leading researchers in parallel programming, who have gathered their solutions and experience in one volume under the guidance of expert area editors. Each chapter is written to be accessible to researchers from other domains, allowing knowledge to cross-pollinate across the GPU spectrum. Many examples leverage NVIDIA's CUDA parallel computing architecture, the most widely-adopted massively parallel programming solution. The insights and ideas as well as practical hands-on skills in the book can be immediately put to use. Computer programmers, software engineers, hardware engineers, and computer science students will find this volume a helpful resource. For useful source codes discussed throughout the book, the editors invite readers to the following website: ..." Covers the breadth of industry from scientific simulation and electronic design automation to audio / video processing, medical imaging, computer vision, and more Many examples leverage NVIDIA's CUDA parallel computing architecture, the most widely-adopted massively parallel programming solution Offers insights and ideas as well as practical "hands-on" skills you can immediately put to use

GPU Computing Gems Emerald Edition

GPU Computing Gems Emerald Edition
Author: Wen-mei WHwu
Publsiher: Unknown
Total Pages: 833
Release: 2011-12
Genre: Electronic Book
ISBN: 486246159X

Download GPU Computing Gems Emerald Edition Book in PDF, Epub and Kindle

GPU Computing Gems Jade Edition

GPU Computing Gems Jade Edition
Author: Anonim
Publsiher: Elsevier
Total Pages: 560
Release: 2011-11-02
Genre: Computers
ISBN: 9780123859648

Download GPU Computing Gems Jade Edition Book in PDF, Epub and Kindle

GPU Computing Gems, Jade Edition, offers hands-on, proven techniques for general purpose GPU programming based on the successful application experiences of leading researchers and developers. One of few resources available that distills the best practices of the community of CUDA programmers, this second edition contains 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, and green computing. It covers new tools and frameworks for productive GPU computing application development and provides immediate benefit to researchers developing improved programming environments for GPUs. Divided into five sections, this book explains how GPU execution is achieved with algorithm implementation techniques and approaches to data structure layout. More specifically, it considers three general requirements: high level of parallelism, coherent memory access by threads within warps, and coherent control flow within warps. Chapters explore topics such as accelerating database searches; how to leverage the Fermi GPU architecture to further accelerate prefix operations; and GPU implementation of hash tables. There are also discussions on the state of GPU computing in interactive physics and artificial intelligence; programming tools and techniques for GPU computing; and the edge and node parallelism approach for computing graph centrality metrics. In addition, the book proposes an alternative approach that balances computation regardless of node degree variance. Software engineers, programmers, hardware engineers, and advanced students will find this book extremely useful. This second volume of GPU Computing Gems offers 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, green computing, and more Covers new tools and frameworks for productive GPU computing application development and offers immediate benefit to researchers developing improved programming environments for GPUs Even more hands-on, proven techniques demonstrating how general purpose GPU computing is changing scientific research Distills the best practices of the community of CUDA programmers; each chapter provides insights and ideas as well as 'hands on' skills applicable to a variety of fields

CUDA Application Design and Development

CUDA Application Design and Development
Author: Rob Farber
Publsiher: Elsevier
Total Pages: 336
Release: 2011-10-08
Genre: Computers
ISBN: 9780123884329

Download CUDA Application Design and Development Book in PDF, Epub and Kindle

As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel computing concepts for readers with no previous parallel experience, and focuses on issues of immediate importance to working software developers: achieving high performance, maintaining competitiveness, analyzing CUDA benefits versus costs, and determining application lifespan. The book then details the thought behind CUDA and teaches how to create, analyze, and debug CUDA applications. Throughout, the focus is on software engineering issues: how to use CUDA in the context of existing application code, with existing compilers, languages, software tools, and industry-standard API libraries. Using an approach refined in a series of well-received articles at Dr Dobb's Journal, author Rob Farber takes the reader step-by-step from fundamentals to implementation, moving from language theory to practical coding. Includes multiple examples building from simple to more complex applications in four key areas: machine learning, visualization, vision recognition, and mobile computing Addresses the foundational issues for CUDA development: multi-threaded programming and the different memory hierarchy Includes teaching chapters designed to give a full understanding of CUDA tools, techniques and structure. Presents CUDA techniques in the context of the hardware they are implemented on as well as other styles of programming that will help readers bridge into the new material

Algorithms and Architectures for Parallel Processing

Algorithms and Architectures for Parallel Processing
Author: Yang Xiang,Ivan Stojmenovic,Bernady O. Apduhan,Guojun Wang,Koji Nakano,Albert Y. Zomaya
Publsiher: Springer
Total Pages: 563
Release: 2012-09-04
Genre: Computers
ISBN: 9783642330780

Download Algorithms and Architectures for Parallel Processing Book in PDF, Epub and Kindle

The two volume set LNCS 7439 and 7440 comprises the proceedings of the 12th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2012, as well as some workshop papers of the CDCN 2012 workshop which was held in conjunction with this conference. The 40 regular paper and 26 short papers included in these proceedings were carefully reviewed and selected from 156 submissions. The CDCN workshop attracted a total of 19 original submissions, 8 of which are included in part II of these proceedings. The papers cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental results, and commercial components and systems.

Programming Massively Parallel Processors

Programming Massively Parallel Processors
Author: David B. Kirk,Wen-mei W. Hwu
Publsiher: Newnes
Total Pages: 514
Release: 2012-12-31
Genre: Computers
ISBN: 9780123914187

Download Programming Massively Parallel Processors Book in PDF, Epub and Kindle

Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

Parallel Processing and Applied Mathematics

Parallel Processing and Applied Mathematics
Author: Roman Wyrzykowski,Ewa Deelman,Jack Dongarra,Konrad Karczewski,Jacek Kitowski,Kazimierz Wiatr
Publsiher: Springer
Total Pages: 622
Release: 2016-04-05
Genre: Computers
ISBN: 9783319321493

Download Parallel Processing and Applied Mathematics Book in PDF, Epub and Kindle

This two-volume set LNCS 9573 and LNCS 9574 constitutes the refereed proceedings of the 11th International Conference of Parallel Processing and Applied Mathematics, PPAM 2015, held in Krakow, Poland, in September 2015.The 111 revised full papers presented in both volumes were carefully reviewed and selected from 196 submissions. The focus of PPAM 2015 was on models, algorithms, and software tools which facilitate efficient and convenient utilization of modern parallel and distributed computing architectures, as well as on large-scale applications, including big data problems.

Algorithms and Architectures for Parallel Processing

Algorithms and Architectures for Parallel Processing
Author: Jesus Carretero,Javier Garcia-Blas,Ryan K.L. Ko,Peter Mueller,Koji Nakano
Publsiher: Springer
Total Pages: 687
Release: 2016-11-24
Genre: Computers
ISBN: 9783319495835

Download Algorithms and Architectures for Parallel Processing Book in PDF, Epub and Kindle

This book constitutes the refereed proceedings of the 16th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2016, held in Granada, Spain, in December 2016. The 30 full papers and 22 short papers presented were carefully reviewed and selected from 117 submissions. They cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems trying to push beyond the limits of existing technologies, including experimental efforts, innovative systems, and investigations that identify weaknesses in existing parallel processing technology.

Electronic Structure Calculations on Graphics Processing Units

Electronic Structure Calculations on Graphics Processing Units
Author: Ross C. Walker,Andreas W. Goetz
Publsiher: John Wiley & Sons
Total Pages: 368
Release: 2016-02-16
Genre: Science
ISBN: 9781118670705

Download Electronic Structure Calculations on Graphics Processing Units Book in PDF, Epub and Kindle

Electronic Structure Calculations on Graphics Processing Units: From Quantum Chemistry to Condensed Matter Physics provides an overview of computing on graphics processing units (GPUs), a brief introduction to GPU programming, and the latest examples of code developments and applications for the most widely used electronic structure methods. The book covers all commonly used basis sets including localized Gaussian and Slater type basis functions, plane waves, wavelets and real-space grid-based approaches. The chapters expose details on the calculation of two-electron integrals, exchange-correlation quadrature, Fock matrix formation, solution of the self-consistent field equations, calculation of nuclear gradients to obtain forces, and methods to treat excited states within DFT. Other chapters focus on semiempirical and correlated wave function methods including density fitted second order Møller-Plesset perturbation theory and both iterative and perturbative single- and multireference coupled cluster methods. Electronic Structure Calculations on Graphics Processing Units: From Quantum Chemistry to Condensed Matter Physics presents an accessible overview of the field for graduate students and senior researchers of theoretical and computational chemistry, condensed matter physics and materials science, as well as software developers looking for an entry point into the realm of GPU and hybrid GPU/CPU programming for electronic structure calculations.

Smart Computing and Communication

Smart Computing and Communication
Author: Meikang Qiu
Publsiher: Springer
Total Pages: 462
Release: 2018-12-08
Genre: Computers
ISBN: 9783030057558

Download Smart Computing and Communication Book in PDF, Epub and Kindle

This book constitutes the refereed proceedings of the Third International Conference on Smart Computing and Communications, SmartCom 2018, held in Tokyo, Japan, in December 2018. The 45 papers presented in this volume were carefully reviewed and selected from 305 submissions. They focus on topics from smart data to smart communications, as well as smart cloud computing to smart security.

Algorithms and Architectures for Parallel Processing

Algorithms and Architectures for Parallel Processing
Author: Xiang-he Sun,Wenyu Qu,Ivan Stojmenovic,Wanlei Zhou,Zhiyang Li,Hua Guo,Geyong Min,Tingting Yang,Yulei Wu,Lei Liu
Publsiher: Springer
Total Pages: 689
Release: 2014-08-12
Genre: Computers
ISBN: 9783319111940

Download Algorithms and Architectures for Parallel Processing Book in PDF, Epub and Kindle

This two volume set LNCS 8630 and 8631 constitutes the proceedings of the 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014, held in Dalian, China, in August 2014. The 70 revised papers presented in the two volumes were selected from 285 submissions. The first volume comprises selected papers of the main conference and papers of the 1st International Workshop on Emerging Topics in Wireless and Mobile Computing, ETWMC 2014, the 5th International Workshop on Intelligent Communication Networks, IntelNet 2014, and the 5th International Workshop on Wireless Networks and Multimedia, WNM 2014. The second volume comprises selected papers of the main conference and papers of the Workshop on Computing, Communication and Control Technologies in Intelligent Transportation System, 3C in ITS 2014, and the Workshop on Security and Privacy in Computer and Network Systems, SPCNS 2014.

CUDA for Engineers

CUDA for Engineers
Author: Duane Storti,Mete Yurtoglu
Publsiher: Addison-Wesley Professional
Total Pages: 352
Release: 2015-11-02
Genre: Computers
ISBN: 9780134177557

Download CUDA for Engineers Book in PDF, Epub and Kindle

CUDA for Engineers gives you direct, hands-on engagement with personal, high-performance parallel computing, enabling you to do computations on a gaming-level PC that would have required a supercomputer just a few years ago. The authors introduce the essentials of CUDA C programming clearly and concisely, quickly guiding you from running sample programs to building your own code. Throughout, you’ll learn from complete examples you can build, run, and modify, complemented by additional projects that deepen your understanding. All projects are fully developed, with detailed building instructions for all major platforms. Ideal for any scientist, engineer, or student with at least introductory programming experience, this guide assumes no specialized background in GPU-based or parallel computing. In an appendix, the authors also present a refresher on C programming for those who need it. Coverage includes Preparing your computer to run CUDA programs Understanding CUDA’s parallelism model and C extensions Transferring data between CPU and GPU Managing timing, profiling, error handling, and debugging Creating 2D grids Interoperating with OpenGL to provide real-time user interactivity Performing basic simulations with differential equations Using stencils to manage related computations across threads Exploiting CUDA’s shared memory capability to enhance performance Interacting with 3D data: slicing, volume rendering, and ray casting Using CUDA libraries Finding more CUDA resources and code Realistic example applications include Visualizing functions in 2D and 3D Solving differential equations while changing initial or boundary conditions Viewing/processing images or image stacks Computing inner products and centroids Solving systems of linear algebraic equations Monte-Carlo computations

Encyclopedia of Information Science and Technology Third Edition

Encyclopedia of Information Science and Technology  Third Edition
Author: Khosrow-Pour, Mehdi
Publsiher: IGI Global
Total Pages: 10384
Release: 2014-07-31
Genre: Computers
ISBN: 9781466658899

Download Encyclopedia of Information Science and Technology Third Edition Book in PDF, Epub and Kindle

"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.

Synchronization and Waves in Active Media

Synchronization and Waves in Active Media
Author: Jan Frederik Totz
Publsiher: Springer
Total Pages: 164
Release: 2019-01-18
Genre: Science
ISBN: 9783030110574

Download Synchronization and Waves in Active Media Book in PDF, Epub and Kindle

The interplay between synchronization and spatio-temporal pattern formation is central for a broad variety of phenomena in nature, such as the coordinated contraction of heart tissue, associative memory and learning in neural networks, and pathological synchronization during Parkinson disease or epilepsy. In this thesis, three open puzzles of fundametal research in Nonlinear Dynamics are tackled: How does spatial confinement affect the dynamics of three-dimensional vortex rings? What role do permutation symmetries play in the spreading of excitation waves on networks? Does the spiral wave chimera state really exist? All investigations combine a theoretical approach and experimental verification, which exploit an oscillatory chemical reaction. A novel experimental setup is developed that allows for studying networks with N > 1000 neuromorphic relaxation oscillators. It facilitates the free choice of network topology, coupling function as well as its strength, range and time delay, which can even be chosen as time-dependent. These experimental capabilities open the door to a broad range of future experimental inquiries into pattern formation and synchronization on large networks, which were previously out of reach.