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Neural Network Parallel Computing

Neural Network Parallel Computing
Author: Yoshiyasu Takefuji
Publisher: Springer Science & Business Media
Total Pages: 237
Release: 2012-12-06
Genre: Technology & Engineering
ISBN: 1461536421

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Neural Network Parallel Computing is the first book available to the professional market on neural network computing for optimization problems. This introductory book is not only for the novice reader, but for experts in a variety of areas including parallel computing, neural network computing, computer science, communications, graph theory, computer aided design for VLSI circuits, molecular biology, management science, and operations research. The goal of the book is to facilitate an understanding as to the uses of neural network models in real-world applications. Neural Network Parallel Computing presents a major breakthrough in science and a variety of engineering fields. The computational power of neural network computing is demonstrated by solving numerous problems such as N-queen, crossbar switch scheduling, four-coloring and k-colorability, graph planarization and channel routing, RNA secondary structure prediction, knight's tour, spare allocation, sorting and searching, and tiling. Neural Network Parallel Computing is an excellent reference for researchers in all areas covered by the book. Furthermore, the text may be used in a senior or graduate level course on the topic.


Parallel Computing on Heterogeneous Networks

Parallel Computing on Heterogeneous Networks
Author: Alexey L. Lastovetsky
Publisher: John Wiley & Sons
Total Pages: 440
Release: 2008-05-02
Genre: Computers
ISBN: 0470349484

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New approaches to parallel computing are being developed that make better use of the heterogeneous cluster architecture Provides a detailed introduction to parallel computing on heterogenous clusters All concepts and algorithms are illustrated with working programs that can be compiled and executed on any cluster The algorithms discussed have practical applications in a range of real-life parallel computing problems, such as the N-body problem, portfolio management, and the modeling of oil extraction


Network and Parallel Computing

Network and Parallel Computing
Author: Keqiu Li
Publisher: Springer
Total Pages: 562
Release: 2007-09-18
Genre: Computers
ISBN: 3540747842

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This book constitutes the refereed proceedings of the IFIP International Conference on Network and Parallel Computing, NPC 2007. It covers network applications: cluster and grid computing, peer-to-peer computing; network technologies: network algorithms, network reliability and dependability; network and parallel architectures: multicore design issues, performance modeling and evaluation; and parallel and distributed software: data mining, parallel programming tools and compilers.


Introduction to Parallel Computing

Introduction to Parallel Computing
Author: Ananth Grama
Publisher: Pearson Education
Total Pages: 664
Release: 2003
Genre: Computers
ISBN: 9780201648652

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A complete source of information on almost all aspects of parallel computing from introduction, to architectures, to programming paradigms, to algorithms, to programming standards. It covers traditional Computer Science algorithms, scientific computing algorithms and data intensive algorithms.


Network and Parallel Computing

Network and Parallel Computing
Author: Xuanhua Shi
Publisher: Springer
Total Pages: 162
Release: 2017-10-11
Genre: Computers
ISBN: 3319682105

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This book constitutes the proceedings of the 14th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2017, held in Hefei, China, in October 2017.The 9 full papers and 10 short papers presented in this book were carefully reviewed and selected from 88 submissions. The papers cover traditional areas of network and parallel computing including parallel applications, distributed algorithms, software environments, and distributed tools.​


Parallel Computing Works!

Parallel Computing Works!
Author: Geoffrey C. Fox
Publisher: Elsevier
Total Pages: 977
Release: 2014-06-28
Genre: Computers
ISBN: 0080513514

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A clear illustration of how parallel computers can be successfully applied to large-scale scientific computations. This book demonstrates how a variety of applications in physics, biology, mathematics and other sciences were implemented on real parallel computers to produce new scientific results. It investigates issues of fine-grained parallelism relevant for future supercomputers with particular emphasis on hypercube architecture. The authors describe how they used an experimental approach to configure different massively parallel machines, design and implement basic system software, and develop algorithms for frequently used mathematical computations. They also devise performance models, measure the performance characteristics of several computers, and create a high-performance computing facility based exclusively on parallel computers. By addressing all issues involved in scientific problem solving, Parallel Computing Works! provides valuable insight into computational science for large-scale parallel architectures. For those in the sciences, the findings reveal the usefulness of an important experimental tool. Anyone in supercomputing and related computational fields will gain a new perspective on the potential contributions of parallelism. Includes over 30 full-color illustrations.


Network and Parallel Computing

Network and Parallel Computing
Author: Ching-Hsien Hsu
Publisher: Springer
Total Pages: 431
Release: 2013-09-12
Genre: Computers
ISBN: 3642408206

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This book constitutes the proceedings of the 10th IFIP International Conference on Network and Parallel Computing, NPC 2013, held in Guiyang, China, in September 2013. The 34 papers presented in this volume were carefully reviewed and selected from 109 submissions. They are organized in topical sections named: parallel programming and algorithms; cloud resource management; parallel architectures; multi-core computing and GPU; and miscellaneous.


Handbook of Parallel Computing

Handbook of Parallel Computing
Author: Sanguthevar Rajasekaran
Publisher: CRC Press
Total Pages: 1224
Release: 2007-12-20
Genre: Computers
ISBN: 1420011294

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The ability of parallel computing to process large data sets and handle time-consuming operations has resulted in unprecedented advances in biological and scientific computing, modeling, and simulations. Exploring these recent developments, the Handbook of Parallel Computing: Models, Algorithms, and Applications provides comprehensive coverage on a


NPC 2004

NPC 2004
Author: International Federation for Information Processing
Publisher: Springer Science & Business Media
Total Pages: 713
Release: 2004-10-06
Genre: Computers
ISBN: 3540233881

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This book constitutes the refereed proceedings of the IFIP International Conference on Network and Parallel Computing, NPC 2004, held in Wuhan, China in October 2004. Also included are selected refereed papers from two workshops associated with NPC 2004. The 46 revised full papers and 23 revised short papers presented together with abstracts of 5 invited presentations were selected from a total of 338 submissions. The 25 workshop revised papers included also were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on grid computing, peer-to-peer computing, Web techniques, cluster computing, parallel programming environments, network architecture, network security, network storage, intelligent sensor networks, and multimedia modeling and security in next generation network information systems.