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Author : J. H. Reif
Publisher : Unknown
Page : 128 pages
File Size : 53,9 Mb
Release : 1980
Category : Electronic
ISBN : OCLC:1072787479
Author : Ian N. Dunn,Gerard G.L. Meyer
Publisher : Springer Science & Business Media
Page : 114 pages
File Size : 50,8 Mb
Release : 2012-09-14
Category : Computers
ISBN : 9781441986504
Despite five decades of research, parallel computing remains an exotic, frontier technology on the fringes of mainstream computing. Its much-heralded triumph over sequential computing has yet to materialize. This is in spite of the fact that the processing needs of many signal processing applications continue to eclipse the capabilities of sequential computing. The culprit is largely the software development environment. Fundamental shortcomings in the development environment of many parallel computer architectures thwart the adoption of parallel computing. Foremost, parallel computing has no unifying model to accurately predict the execution time of algorithms on parallel architectures. Cost and scarce programming resources prohibit deploying multiple algorithms and partitioning strategies in an attempt to find the fastest solution. As a consequence, algorithm design is largely an intuitive art form dominated by practitioners who specialize in a particular computer architecture. This, coupled with the fact that parallel computer architectures rarely last more than a couple of years, makes for a complex and challenging design environment. To navigate this environment, algorithm designers need a road map, a detailed procedure they can use to efficiently develop high performance, portable parallel algorithms. The focus of this book is to draw such a road map. The Parallel Algorithm Synthesis Procedure can be used to design reusable building blocks of adaptable, scalable software modules from which high performance signal processing applications can be constructed. The hallmark of the procedure is a semi-systematic process for introducing parameters to control the partitioning and scheduling of computation and communication. This facilitates the tailoring of software modules to exploit different configurations of multiple processors, multiple floating-point units, and hierarchical memories. To showcase the efficacy of this procedure, the book presents three case studies requiring various degrees of optimization for parallel execution.
Author : John H. Reif
Publisher : Morgan Kaufmann Publishers
Page : 1032 pages
File Size : 50,6 Mb
Release : 1993
Category : Computers
ISBN : UOM:39015029283242
Mathematics of Computing -- Parallelism.
Author : Sandeep Nautam Bhatt
Publisher : American Mathematical Soc.
Page : 184 pages
File Size : 40,6 Mb
Release : 1997-01-01
Category : Computers
ISBN : 0821870750
This volume is the result of the Third DIMACS Implementation Challenge that was conducted as part of the 1993-94 Special year on Parallel Algorithms. The Implementation Challenge was formulated in order to provide a forum for a concerted effort to study effective algorithms for combinatorial problems and to investigate opportunities for massive speed-ups on parallel computers. The challenge invluded two problem areas for research study: tree searching, algorithms, used in game search and combinatorial optimization, for example, and algorithms for sparse graphs. Participants at sites in the US and Europe undertook projects from November 1993 through October 1994. The workshop was held at DIMACS in November 1994. Participants were encouraged to share test results, to rework their implementations considering feedback at the workshop, and to submit a final report for the proceedings. Nine papers were selected for this volume.
Author : Alan Gibbons,Wojciech Rytter
Publisher : Cambridge University Press
Page : 280 pages
File Size : 48,5 Mb
Release : 1989-11-24
Category : Computers
ISBN : 0521388414
Mathematics of Computing -- Parallelism.
Author : Seyed H Roosta
Publisher : Springer Science & Business Media
Page : 579 pages
File Size : 55,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461212201
Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive ex pansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor system that is available. When such a system does not provide the performance requirements, pipelined and parallel process ing structures can be employed. The concept of parallel processing is a depar ture from sequential processing. In sequential computation one processor is in volved and performs one operation at a time. On the other hand, in parallel computation several processors cooperate to solve a problem, which reduces computing time because several operations can be carried out simultaneously. Using several processors that work together on a given computation illustrates a new paradigm in computer problem solving which is completely different from sequential processing. From the practical point of view, this provides sufficient justification to investigate the concept of parallel processing and related issues, such as parallel algorithms. Parallel processing involves utilizing several factors, such as parallel architectures, parallel algorithms, parallel programming lan guages and performance analysis, which are strongly interrelated. In general, four steps are involved in performing a computational problem in parallel. The first step is to understand the nature of computations in the specific application domain.
Author : Joxan Jaffar,Roland H.C. Yap
Publisher : Springer Science & Business Media
Page : 420 pages
File Size : 49,8 Mb
Release : 1996-11-19
Category : Computers
ISBN : 3540620311
This book constitutes the refereed proceedings of the Second Asian Conference on Computing Science, ASIAN'96, held in Singapore in December 1996. The volume presents 31 revised full papers selected from a total of 169 submissions; also included are three invited papers and 14 posters. The papers are organized in topical sections on algorithms, constraints and logic programming, distributed systems, formal systems, networking and security, programming and systems, and specification and verification.
Author : Vipin Kumar
Publisher : Addison Wesley Longman
Page : 632 pages
File Size : 40,6 Mb
Release : 1994
Category : Computers
ISBN : UOM:39015047505469
Mathematics of Computing -- Parallelism.
Author : Henri Casanova,Arnaud Legrand,Yves Robert
Publisher : CRC Press
Page : 360 pages
File Size : 40,7 Mb
Release : 2008-07-17
Category : Computers
ISBN : 9781584889465
Focusing on algorithms for distributed-memory parallel architectures, Parallel Algorithms presents a rigorous yet accessible treatment of theoretical models of parallel computation, parallel algorithm design for homogeneous and heterogeneous platforms, complexity and performance analysis, and essential notions of scheduling. The book extract
Author : M H Alsuwaiyel
Publisher : World Scientific
Page : 400 pages
File Size : 46,5 Mb
Release : 2022-05-30
Category : Computers
ISBN : 9789811252990
This book is an introduction to the field of parallel algorithms and the underpinning techniques to realize the parallelization. The emphasis is on designing algorithms within the timeless and abstracted context of a high-level programming language. The focus of the presentation is on practical applications of the algorithm design using different models of parallel computation. Each model is illustrated by providing an adequate number of algorithms to solve some problems that quite often arise in many applications in science and engineering.The book is largely self-contained, presuming no special knowledge of parallel computers or particular mathematics. In addition, the solutions to all exercises are included at the end of each chapter.The book is intended as a text in the field of the design and analysis of parallel algorithms. It includes adequate material for a course in parallel algorithms at both undergraduate and graduate levels.
Author : Sanguthevar Rajasekaran,John Reif
Publisher : CRC Press
Page : 1224 pages
File Size : 43,9 Mb
Release : 2007-12-20
Category : Computers
ISBN : 9781420011296
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
Author : N. N. Mirenkov
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Page : 416 pages
File Size : 42,5 Mb
Release : 1997
Category : Computer algorithms
ISBN : STANFORD:36105019560189
Proceedings -- Parallel Computing.
Author : Selim G. Akl
Publisher : Unknown
Page : 426 pages
File Size : 55,9 Mb
Release : 1989
Category : Computers
ISBN : UOM:39015058902316
Mathematics of Computing -- Parallelism.
Author : C. Xavier,S. S. Iyengar
Publisher : John Wiley & Sons
Page : 388 pages
File Size : 51,7 Mb
Release : 1998-08-05
Category : Computers
ISBN : 0471251828
Parallel algorithms Made Easy The complexity of today's applications coupled with the widespread use of parallel computing has made the design and analysis of parallel algorithms topics of growing interest. This volume fills a need in the field for an introductory treatment of parallel algorithms-appropriate even at the undergraduate level, where no other textbooks on the subject exist. It features a systematic approach to the latest design techniques, providing analysis and implementation details for each parallel algorithm described in the book. Introduction to Parallel Algorithms covers foundations of parallel computing; parallel algorithms for trees and graphs; parallel algorithms for sorting, searching, and merging; and numerical algorithms. This remarkable book: * Presents basic concepts in clear and simple terms * Incorporates numerous examples to enhance students' understanding * Shows how to develop parallel algorithms for all classical problems in computer science, mathematics, and engineering * Employs extensive illustrations of new design techniques * Discusses parallel algorithms in the context of PRAM model * Includes end-of-chapter exercises and detailed references on parallel computing. This book enables universities to offer parallel algorithm courses at the senior undergraduate level in computer science and engineering. It is also an invaluable text/reference for graduate students, scientists, and engineers in computer science, mathematics, and engineering.
Author : N. N. Mirenkov
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Page : 344 pages
File Size : 55,6 Mb
Release : 1995
Category : Computer algorithms
ISBN : STANFORD:36105012353657
Proceedings -- Parallel Computing.
