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GPU Computing Gems

GPU Computing Gems Book
Author : Wen-mei W. Hwu
Publisher : Elsevier
Release : 2012
ISBN : 0123859638
Language : En, Es, Fr & De

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Book Description :

"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 Jade Edition

GPU Computing Gems Jade Edition Book
Author : Anonim
Publisher : Elsevier
Release : 2011-11-02
ISBN : 0123859646
Language : En, Es, Fr & De

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Book Description :

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

Parallel Computing On the Road to Exascale

Parallel Computing  On the Road to Exascale Book
Author : G.R. Joubert,H. Leather,M. Parsons
Publisher : IOS Press
Release : 2016-04-28
ISBN : 1614996210
Language : En, Es, Fr & De

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Book Description :

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, the complexities of parallel algorithm design, the deficiencies of the available software development tools and the complexity of scheduling tasks over thousands and even millions of processing nodes represent a major challenge to the construction and use of more powerful parallel systems. This book presents the proceedings of the biennial International Conference on Parallel Computing (ParCo2015), held in Edinburgh, Scotland, in September 2015. Topics covered include computer architecture and performance, programming models and methods, as well as applications. The book also includes two invited talks and a number of mini-symposia. Exascale computing holds enormous promise in terms of increasing scientific knowledge acquisition and thus contributing to the future well-being and prosperity of mankind. A number of innovative approaches to the development and use of future high-performance and high-throughput systems are to be found in this book, which will be of interest to all those whose work involves the handling and processing of large amounts of data.

Contemporary High Performance Computing

Contemporary High Performance Computing Book
Author : Jeffrey S. Vetter
Publisher : CRC Press
Release : 2017-11-23
ISBN : 1351103954
Language : En, Es, Fr & De

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Book Description :

Contemporary High Performance Computing: From Petascale toward Exascale focuses on the ecosystems surrounding the world’s leading centers for high performance computing (HPC). It covers many of the important factors involved in each ecosystem: computer architectures, software, applications, facilities, and sponsors. The first part of the book examines significant trends in HPC systems, including computer architectures, applications, performance, and software. It discusses the growth from terascale to petascale computing and the influence of the TOP500 and Green500 lists. The second part of the book provides a comprehensive overview of 18 HPC ecosystems from around the world. Each chapter in this section describes programmatic motivation for HPC and their important applications; a flagship HPC system overview covering computer architecture, system software, programming systems, storage, visualization, and analytics support; and an overview of their data center/facility. The last part of the book addresses the role of clouds and grids in HPC, including chapters on the Magellan, FutureGrid, and LLGrid projects. With contributions from top researchers directly involved in designing, deploying, and using these supercomputing systems, this book captures a global picture of the state of the art in HPC.

Exascale Scientific Applications

Exascale Scientific Applications Book
Author : Tjerk P. Straatsma,Katerina B. Antypas,Timothy J. Williams
Publisher : CRC Press
Release : 2017-11-13
ISBN : 1351999249
Language : En, Es, Fr & De

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Book Description :

From the Foreword: "The authors of the chapters in this book are the pioneers who will explore the exascale frontier. The path forward will not be easy... These authors, along with their colleagues who will produce these powerful computer systems will, with dedication and determination, overcome the scalability problem, discover the new algorithms needed to achieve exascale performance for the broad range of applications that they represent, and create the new tools needed to support the development of scalable and portable science and engineering applications. Although the focus is on exascale computers, the benefits will permeate all of science and engineering because the technologies developed for the exascale computers of tomorrow will also power the petascale servers and terascale workstations of tomorrow. These affordable computing capabilities will empower scientists and engineers everywhere." — Thom H. Dunning, Jr., Pacific Northwest National Laboratory and University of Washington, Seattle, Washington, USA "This comprehensive summary of applications targeting Exascale at the three DoE labs is a must read." — Rio Yokota, Tokyo Institute of Technology, Tokyo, Japan "Numerical simulation is now a need in many fields of science, technology, and industry. The complexity of the simulated systems coupled with the massive use of data makes HPC essential to move towards predictive simulations. Advances in computer architecture have so far permitted scientific advances, but at the cost of continually adapting algorithms and applications. The next technological breakthroughs force us to rethink the applications by taking energy consumption into account. These profound modifications require not only anticipation and sharing but also a paradigm shift in application design to ensure the sustainability of developments by guaranteeing a certain independence of the applications to the profound modifications of the architectures: it is the passage from optimal performance to the portability of performance. It is the challenge of this book to demonstrate by example the approach that one can adopt for the development of applications offering performance portability in spite of the profound changes of the computing architectures." — Christophe Calvin, CEA, Fundamental Research Division, Saclay, France "Three editors, one from each of the High Performance Computer Centers at Lawrence Berkeley, Argonne, and Oak Ridge National Laboratories, have compiled a very useful set of chapters aimed at describing software developments for the next generation exa-scale computers. Such a book is needed for scientists and engineers to see where the field is going and how they will be able to exploit such architectures for their own work. The book will also benefit students as it provides insights into how to develop software for such computer architectures. Overall, this book fills an important need in showing how to design and implement algorithms for exa-scale architectures which are heterogeneous and have unique memory systems. The book discusses issues with developing user codes for these architectures and how to address these issues including actual coding examples.’ — Dr. David A. Dixon, Robert Ramsay Chair, The University of Alabama, Tuscaloosa, Alabama, USA

Methodologies and Applications of Computational Statistics for Machine Intelligence

Methodologies and Applications of Computational Statistics for Machine Intelligence Book
Author : Samanta, Debabrata,Rao Althar, Raghavendra,Pramanik, Sabyasachi,Dutta, Soumi
Publisher : IGI Global
Release : 2021-06-25
ISBN : 1799877035
Language : En, Es, Fr & De

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Book Description :

With the field of computational statistics growing rapidly, there is a need for capturing the advances and assessing their impact. Advances in simulation and graphical analysis also add to the pace of the statistical analytics field. Computational statistics play a key role in financial applications, particularly risk management and derivative pricing, biological applications including bioinformatics and computational biology, and computer network security applications that touch the lives of people. With high impacting areas such as these, it becomes important to dig deeper into the subject and explore the key areas and their progress in the recent past. Methodologies and Applications of Computational Statistics for Machine Intelligence serves as a guide to the applications of new advances in computational statistics. This text holds an accumulation of the thoughts of multiple experts together, keeping the focus on core computational statistics that apply to all domains. Covering topics including artificial intelligence, deep learning, and trend analysis, this book is an ideal resource for statisticians, computer scientists, mathematicians, lecturers, tutors, researchers, academic and corporate libraries, practitioners, professionals, students, and academicians.

Videogame Graphics BigData Analytics

Videogame Graphics  BigData   Analytics Book
Author : Eamonn Killian
Publisher : Eamonn Killian
Release : 2013-12-17
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

ABSTRACT The purpose of this coffee shop read is to attempt to highlight the criticality of videogames as a component of the “Convergence” of some amazing technologies (in particular: Cloud, Gaming/MMOG, Gamification and BigData) that is clear to many inside the IT world. I am not a deep technical “guru” I am a businessman that seeks to understand these technologies in order to find a mean by which they can be leveraged ultimately for commercial gain. This short book is the output from my investigation of videogames and Massively Multi-user Online Games (MMOG) and is written in as much a chronological order as could be achieved to try to take other business, non-IT, and non-programming literate readers on the journey I took which resulted in a deepening of my understanding of why the once humble graphics processing capabilities have become part of the bedrock for our future exploitation of computer processing as a whole. In doing so it is hoped this short book has answered some seemingly simple questions during the journey, namely: Why GPU’s were developed? Why triangles are so important to graphics processing? Why high degrees of parallelism are becoming increasingly important? How GPU’s are being utilized to deliver significant gains in industries and market sectors far beyond the original design criteria for the GPU? and Why GPU’s cannot wholly replace CPU’s and that the future is most likely a symbiosis of the two capabilities leveraging each for their inherent strengths? For much more on the Convergence of these technologies please review my website: www.eamonnkillian.com

Tools and Algorithms for the Construction and Analysis of Systems

Tools and Algorithms for the Construction and Analysis of Systems Book
Author : Tomáš Vojnar,Lijun Zhang
Publisher : Springer
Release : 2019-04-03
ISBN : 303017462X
Language : En, Es, Fr & De

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Book Description :

This book is Open Access under a CC BY licence. The LNCS 11427 and 11428 proceedings set constitutes the proceedings of the 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2019, which took place in Prague, Czech Republic, in April 2019, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019. The total of 42 full and 8 short tool demo papers presented in these volumes was carefully reviewed and selected from 164 submissions. The papers are organized in topical sections as follows: Part I: SAT and SMT, SAT solving and theorem proving; verification and analysis; model checking; tool demo; and machine learning. Part II: concurrent and distributed systems; monitoring and runtime verification; hybrid and stochastic systems; synthesis; symbolic verification; and safety and fault-tolerant systems.

Computer Vision Imaging and Computer Graphics Theory and Applications

Computer Vision  Imaging and Computer Graphics   Theory and Applications Book
Author : Gabriela Csurka,Martin Kraus,Leonid Mestetskiy,Paul Richard,José Braz
Publisher : Springer
Release : 2013-01-03
ISBN : 3642323502
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the International Conference, VISIGRAPP 2011, the Joint Conference on Computer Vision, Theory and Applications (VISAPP), on Imaging Theory and Applications (IMAGAPP), on Computer Graphics Theory and Applications (GRAPP), and on Information Visualization Theory and Applications (IVAPP), held in Vilamoura, Portugal, in March 2011. The 15 revised full papers presented together with one invited paper were carefully reviewed and selected. The papers are organized in topical sections on computer graphics theory and applications; imaging theory and applications; information visualization theory and applications; and computer vision theory and applications.

Gems Gemology

Gems   Gemology Book
Author : Anonim
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Gems Gemology book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Gems and minerals

Gems and minerals Book
Author : Anonim
Publisher : Unknown
Release : 1959
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Gems and minerals book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Lapidary Journal

The Lapidary Journal Book
Author : Anonim
Publisher : Unknown
Release : 1970
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Abstracts

Abstracts Book
Author : Anonim
Publisher : Unknown
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Publishers Distributors Wholesalers of the United States

Publishers  Distributors    Wholesalers of the United States Book
Author : Anonim
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Brands and Their Companies Supplement

Brands and Their Companies Supplement Book
Author : Linda D. Hall
Publisher : Unknown
Release : 2002-06
ISBN : 9780787653378
Language : En, Es, Fr & De

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Book Description :

A consumer products and their manufacturers with addresses and phone numbers ; covers: apparel, appliances, automobiles, beverages, candy, computer software, cosmetics, decorative accessories, drugs, fabrics, food, furniture, games, glass products, hardware, jewelry, paper products, pet supplies, tobacco products, toys, and other consumer-oriented items.

PC Computing

PC Computing Book
Author : Anonim
Publisher : Unknown
Release : 1990
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Yearbook of Science and Technology 1986

Yearbook of Science and Technology  1986 Book
Author : McGraw-Hill,McGraw-Hill Staff
Publisher : McGraw-Hill Companies
Release : 1986
ISBN : 9780070461819
Language : En, Es, Fr & De

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Book Description :

Download Yearbook of Science and Technology 1986 book written by McGraw-Hill,McGraw-Hill Staff, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Harper s Bazaar

Harper s Bazaar Book
Author : Anonim
Publisher : Unknown
Release : 1881
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Earth

Earth Book
Author : Edward J. Tarbuck,Frederick K. Lutgens,Cameron James Tsujita
Publisher : Prentice Hall
Release : 2005
ISBN : 9780131217249
Language : En, Es, Fr & De

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Book Description :

Offering a straightforward, non-technical presentation, this work is intended for students with little or no college-level science experience. Environmental problems are discussed within appropriate sections of the text.