Data Organization In Parallel Computers
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Data Organization In Parallel Computers
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Author : Harry A.G. Wijshoff
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Data Organization In Parallel Computers written by Harry A.G. Wijshoff and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
The organization of data is clearly of great importance in the design of high performance algorithms and architectures. Although there are several landmark papers on this subject, no comprehensive treatment has appeared. This monograph is intended to fill that gap. We introduce a model of computation for parallel computer architec tures, by which we are able to express the intrinsic complexity of data or ganization for specific architectures. We apply this model of computation to several existing parallel computer architectures, e.g., the CDC 205 and CRAY vector-computers, and the MPP binary array processor. The study of data organization in parallel computations was introduced as early as 1970. During the development of the ILLIAC IV system there was a need for a theory of possible data arrangements in interleaved mem ory systems. The resulting theory dealt primarily with storage schemes also called skewing schemes for 2-dimensional matrices, i.e., mappings from a- dimensional array to a number of memory banks. By means of the model of computation we are able to apply the theory of skewing schemes to var ious kinds of parallel computer architectures. This results in a number of consequences for both the design of parallel computer architectures and for applications of parallel processing.
Data Organization In Parallel Computers
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Author :
language : en
Publisher:
Release Date : 1960
Data Organization In Parallel Computers written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1960 with categories.
Memory Storage Patterns In Parallel Processing
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Author : Mary E. Mace
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Memory Storage Patterns In Parallel Processing written by Mary E. Mace and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
This project had its beginnings in the Fall of 1980. At that time Robert Wagner suggested that I investigate compiler optimi zation of data organization, suitable for use in a parallel or vector machine environment. We developed a scheme in which the compiler, having knowledge of the machine's access patterns, does a global analysis of a program's operations, and automatically determines optimum organization for the data. For example, for certain architectures and certain operations, large improvements in performance can be attained by storing a matrix in row major order. However a subsequent operation may require the matrix in column major order. A determination must be made whether or not it is the best solution globally to store the matrix in row order, column order, or even have two copies of it, each organized differently. We have developed two algorithms for making this determination. The technique shows promise in a vector machine environ ment, particularly if memory interleaving is used. Supercomputers such as the Cray, the CDC Cyber 205, the IBM 3090, as well as superminis such as the Convex are possible environments for implementation.
Parallel Processing And Data Management
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Author : Patrick Valduriez
language : en
Publisher:
Release Date : 1992
Parallel Processing And Data Management written by Patrick Valduriez and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
Advanced Computer Architecture And Parallel Processing
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Author : Hesham El-Rewini
language : en
Publisher: John Wiley & Sons
Release Date : 2005-04-08
Advanced Computer Architecture And Parallel Processing written by Hesham El-Rewini and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-08 with Computers categories.
Computer architecture deals with the physical configuration, logical structure, formats, protocols, and operational sequences for processing data, controlling the configuration, and controlling the operations over a computer. It also encompasses word lengths, instruction codes, and the interrelationships among the main parts of a computer or group of computers. This two-volume set offers a comprehensive coverage of the field of computer organization and architecture.
Computer Architecture And Parallel Processing
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Author : Kai Hwang
language : en
Publisher: McGraw-Hill Companies
Release Date : 1984
Computer Architecture And Parallel Processing written by Kai Hwang and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Computers categories.
Computer Systems Organization -- Parallel architecture.
Handbook On Parallel And Distributed Processing
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Author : Jacek Blazewicz
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Handbook On Parallel And Distributed Processing written by Jacek Blazewicz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.
Here, authors from academia and practice provide practitioners, scientists and graduates with basic methods and paradigms, as well as important issues and trends across the spectrum of parallel and distributed processing. In particular, they cover such fundamental topics as efficient parallel algorithms, languages for parallel processing, parallel operating systems, architecture of parallel and distributed systems, management of resources, tools for parallel computing, parallel database systems and multimedia object servers, as well as the relevant networking aspects. A chapter is dedicated to each of parallel and distributed scientific computing, high-performance computing in molecular sciences, and multimedia applications for parallel and distributed systems.
Euro Par 2013 Parallel Processing
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Author : Felix Wolf
language : en
Publisher: Springer
Release Date : 2013-07-20
Euro Par 2013 Parallel Processing written by Felix Wolf and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-20 with Computers categories.
This book constitutes the refereed proceedings of the 19th International Conference on Parallel and Distributed Computing, Euro-Par 2013, held in Aachen, Germany, in August 2013. The 70 revised full papers presented were carefully reviewed and selected from 261 submissions. The papers are organized in 16 topical sections: support tools and environments; performance prediction and evaluation; scheduling and load balancing; high-performance architectures and compilers; parallel and distributed data management; grid, cluster and cloud computing; peer-to-peer computing; distributed systems and algorithms; parallel and distributed programming; parallel numerical algorithms; multicore and manycore programming; theory and algorithms for parallel computation; high performance networks and communication; high performance and scientific applications; GPU and accelerator computing; and extreme-scale computing.
Handbook On Data Management In Information Systems
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Author : Jacek Blazewicz
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Handbook On Data Management In Information Systems written by Jacek Blazewicz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
The Handbook provides practitioners, scientists and graduate students with a good overview of basic notions, methods and techniques, as well as important issues and trends across the broad spectrum of data management. In particular, the book covers fundamental topics in the field such as distributed databases, parallel databases, advanced databases, object-oriented databases, advanced transaction management, workflow management, data warehousing, data mining, mobile computing, data integration and the Web. Summing up, the Handbook is a valuable source of information for academics and practitioners who are interested in learning the key ideas in the considered area.
Euro Par 2010 Parallel Processing
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Author : Pasqua D'Ambra
language : en
Publisher: Springer
Release Date : 2010-09-02
Euro Par 2010 Parallel Processing written by Pasqua D'Ambra and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-02 with Computers categories.
This book constitutes the refereed proceedings of the 16th International Euro-Par Conference held in Ischia, Italy, in August/September 2010. The 90 revised full papers presented were carefully reviewed and selected from 256 submissions. The papers are organized in topical sections on support tools and environments; performance prediction and evaluation; scheduling and load-balancing; high performance architectures and compilers; parallel and distributed data management; grid, cluster and cloud computing; peer to peer computing; distributed systems and algorithms; parallel and distributed programming; parallel numerical algorithms; multicore and manycore programming; theory and algorithms for parallel computation; high performance networks; and mobile and ubiquitous computing.