Introduction to Parallel and Vector Solution of Linear Systems

Introduction to Parallel and Vector Solution of Linear Systems PDF Author: James M. Ortega
Publisher: Springer Science & Business Media
ISBN: 1489921125
Category : Computers
Languages : en
Pages : 309

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Book Description
Although the origins of parallel computing go back to the last century, it was only in the 1970s that parallel and vector computers became available to the scientific community. The first of these machines-the 64 processor llliac IV and the vector computers built by Texas Instruments, Control Data Corporation, and then CRA Y Research Corporation-had a somewhat limited impact. They were few in number and available mostly to workers in a few government laboratories. By now, however, the trickle has become a flood. There are over 200 large-scale vector computers now installed, not only in government laboratories but also in universities and in an increasing diversity of industries. Moreover, the National Science Foundation's Super computing Centers have made large vector computers widely available to the academic community. In addition, smaller, very cost-effective vector computers are being manufactured by a number of companies. Parallelism in computers has also progressed rapidly. The largest super computers now consist of several vector processors working in parallel. Although the number of processors in such machines is still relatively small (up to 8), it is expected that an increasing number of processors will be added in the near future (to a total of 16 or 32). Moreover, there are a myriad of research projects to build machines with hundreds, thousands, or even more processors. Indeed, several companies are now selling parallel machines, some with as many as hundreds, or even tens of thousands, of processors.

Introduction to Parallel and Vector Solution of Linear Systems

Introduction to Parallel and Vector Solution of Linear Systems PDF Author: James M. Ortega
Publisher: Springer Science & Business Media
ISBN: 1489921125
Category : Computers
Languages : en
Pages : 309

Get Book Here

Book Description
Although the origins of parallel computing go back to the last century, it was only in the 1970s that parallel and vector computers became available to the scientific community. The first of these machines-the 64 processor llliac IV and the vector computers built by Texas Instruments, Control Data Corporation, and then CRA Y Research Corporation-had a somewhat limited impact. They were few in number and available mostly to workers in a few government laboratories. By now, however, the trickle has become a flood. There are over 200 large-scale vector computers now installed, not only in government laboratories but also in universities and in an increasing diversity of industries. Moreover, the National Science Foundation's Super computing Centers have made large vector computers widely available to the academic community. In addition, smaller, very cost-effective vector computers are being manufactured by a number of companies. Parallelism in computers has also progressed rapidly. The largest super computers now consist of several vector processors working in parallel. Although the number of processors in such machines is still relatively small (up to 8), it is expected that an increasing number of processors will be added in the near future (to a total of 16 or 32). Moreover, there are a myriad of research projects to build machines with hundreds, thousands, or even more processors. Indeed, several companies are now selling parallel machines, some with as many as hundreds, or even tens of thousands, of processors.

Templates for the Solution of Linear Systems

Templates for the Solution of Linear Systems PDF Author: Richard Barrett
Publisher: SIAM
ISBN: 0898713285
Category : Mathematics
Languages : en
Pages : 130

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Book Description
Mathematics of Computing -- Numerical Analysis.

Iterative Methods for Sparse Linear Systems

Iterative Methods for Sparse Linear Systems PDF Author: Yousef Saad
Publisher: SIAM
ISBN: 0898715342
Category : Mathematics
Languages : en
Pages : 537

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Book Description
Mathematics of Computing -- General.

Transactions of the ... Army Conference on Applied Mathematics and Computing

Transactions of the ... Army Conference on Applied Mathematics and Computing PDF Author:
Publisher:
ISBN:
Category : Computable functions
Languages : en
Pages : 930

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Book Description


Batch Processing Systems Engineering

Batch Processing Systems Engineering PDF Author: Gintaras V. Reklaitis
Publisher: Springer Science & Business Media
ISBN: 9783540592013
Category : Science
Languages : en
Pages : 896

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Book Description
Batch chemical processing has in the past decade enjoyed a return to respectability as a valuable, effective, and often preferred mode of process operation. This book provides the first comprehensive and authoritative coverage that reviews the state of the art development in the field of batch chemical systems engineering, applications in various chemical industries, current practice in different parts of the world, and future technical challenges. Developments in enabling computing technologies such as simulation, mathematical programming, knowledge based systems, and prognosis of how these developments would impact future progress in the batch domain are covered. Design issues for complex unit processes and batch plants as well as operational issues such as control and scheduling are also addressed.

Financial Engineering and Computation

Financial Engineering and Computation PDF Author: Yuh-Dauh Lyuu
Publisher: Cambridge University Press
ISBN: 9780521781718
Category : Business & Economics
Languages : en
Pages : 654

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Book Description
A comprehensive text and reference, first published in 2002, on the theory of financial engineering with numerous algorithms for pricing, risk management, and portfolio management.

Computer Organization, Design, and Architecture, Fifth Edition

Computer Organization, Design, and Architecture, Fifth Edition PDF Author: Sajjan G. Shiva
Publisher: CRC Press
ISBN: 1466585544
Category : Computers
Languages : en
Pages : 728

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Book Description
Suitable for a one- or two-semester undergraduate or beginning graduate course in computer science and computer engineering, Computer Organization, Design, and Architecture, Fifth Edition presents the operating principles, capabilities, and limitations of digital computers to enable the development of complex yet efficient systems. With 11 new sections and four revised sections, this edition takes students through a solid, up-to-date exploration of single- and multiple-processor systems, embedded architectures, and performance evaluation. See What’s New in the Fifth Edition Expanded coverage of embedded systems, mobile processors, and cloud computing Material for the "Architecture and Organization" part of the 2013 IEEE/ACM Draft Curricula for Computer Science and Engineering Updated commercial machine architecture examples The backbone of the book is a description of the complete design of a simple but complete hypothetical computer. The author then details the architectural features of contemporary computer systems (selected from Intel, MIPS, ARM, Motorola, Cray and various microcontrollers, etc.) as enhancements to the structure of the simple computer. He also introduces performance enhancements and advanced architectures including networks, distributed systems, GRIDs, and cloud computing. Computer organization deals with providing just enough details on the operation of the computer system for sophisticated users and programmers. Often, books on digital systems’ architecture fall into four categories: logic design, computer organization, hardware design, and system architecture. This book captures the important attributes of these four categories to present a comprehensive text that includes pertinent hardware, software, and system aspects.

Parallel-Vector Equation Solvers for Finite Element Engineering Applications

Parallel-Vector Equation Solvers for Finite Element Engineering Applications PDF Author: Duc Thai Nguyen
Publisher: Springer Science & Business Media
ISBN: 1461513375
Category : Computers
Languages : en
Pages : 356

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Book Description
Despite the ample number of articles on parallel-vector computational algorithms published over the last 20 years, there is a lack of texts in the field customized for senior undergraduate and graduate engineering research. Parallel-Vector Equation Solvers for Finite Element Engineering Applications aims to fill this gap, detailing both the theoretical development and important implementations of equation-solution algorithms. The mathematical background necessary to understand their inception balances well with descriptions of their practical uses. Illustrated with a number of state-of-the-art FORTRAN codes developed as examples for the book, Dr. Nguyen's text is a perfect choice for instructors and researchers alike.

Matrix Computations

Matrix Computations PDF Author: Gene H. Golub
Publisher: JHU Press
ISBN: 9780801854149
Category : Mathematics
Languages : en
Pages : 734

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Book Description
Revised and updated, the third edition of Golub and Van Loan's classic text in computer science provides essential information about the mathematical background and algorithmic skills required for the production of numerical software. This new edition includes thoroughly revised chapters on matrix multiplication problems and parallel matrix computations, expanded treatment of CS decomposition, an updated overview of floating point arithmetic, a more accurate rendition of the modified Gram-Schmidt process, and new material devoted to GMRES, QMR, and other methods designed to handle the sparse unsymmetric linear system problem.

The Solution of Linear Systems of Equations with a Structural Analysis Code on the NAS CRAY-2

The Solution of Linear Systems of Equations with a Structural Analysis Code on the NAS CRAY-2 PDF Author: Eugene L. Poole
Publisher:
ISBN:
Category : CRAY-2 (Computer)
Languages : en
Pages : 40

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Book Description