The SIMD Model of Parallel Computation

The SIMD Model of Parallel Computation PDF Author: Robert Cypher
Publisher: Springer Science & Business Media
ISBN: 1461226120
Category : Computers
Languages : en
Pages : 153

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Book Description
1.1 Background There are many paradigmatic statements in the literature claiming that this is the decade of parallel computation. A great deal of research is being de voted to developing architectures and algorithms for parallel machines with thousands, or even millions, of processors. Such massively parallel computers have been made feasible by advances in VLSI (very large scale integration) technology. In fact, a number of computers having over one thousand pro cessors are commercially available. Furthermore, it is reasonable to expect that as VLSI technology continues to improve, massively parallel computers will become increasingly affordable and common. However, despite the significant progress made in the field, many funda mental issues still remain unresolved. One of the most significant of these is the issue of a general purpose parallel architecture. There is currently a huge variety of parallel architectures that are either being built or proposed. The problem is whether a single parallel computer can perform efficiently on all computing applications.

The SIMD Model of Parallel Computation

The SIMD Model of Parallel Computation PDF Author: Robert Cypher
Publisher: Springer Science & Business Media
ISBN: 1461226120
Category : Computers
Languages : en
Pages : 153

Get Book Here

Book Description
1.1 Background There are many paradigmatic statements in the literature claiming that this is the decade of parallel computation. A great deal of research is being de voted to developing architectures and algorithms for parallel machines with thousands, or even millions, of processors. Such massively parallel computers have been made feasible by advances in VLSI (very large scale integration) technology. In fact, a number of computers having over one thousand pro cessors are commercially available. Furthermore, it is reasonable to expect that as VLSI technology continues to improve, massively parallel computers will become increasingly affordable and common. However, despite the significant progress made in the field, many funda mental issues still remain unresolved. One of the most significant of these is the issue of a general purpose parallel architecture. There is currently a huge variety of parallel architectures that are either being built or proposed. The problem is whether a single parallel computer can perform efficiently on all computing applications.

Parallel Computing

Parallel Computing PDF Author: M. R. Bhujade
Publisher: New Age International
ISBN: 8122423876
Category : Computer systems
Languages : en
Pages : 42

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Book Description


Parallel Supercomputing in SIMD Architectures

Parallel Supercomputing in SIMD Architectures PDF Author: R. Michael Hord
Publisher: CRC Press
ISBN: 9780849342714
Category : Computers
Languages : en
Pages : 400

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Book Description
Parallel Supercomputing in SIMD Architectures is a survey book providing a thorough review of Single-Instruction-Multiple-Data machines, a type of parallel processing computer that has grown to importance in recent years. It was written to describe this technology in depth including the architectural concept, its history, a variety of hardware implementations, major programming languages, algorithmic methods, representative applications, and an assessment of benefits and drawbacks. Although there are numerous books on parallel processing, this is the first volume devoted entirely to the massively parallel machines of the SIMD class. The reader already familiar with low order parallel processing will discover a different philosophy of parallelism--the data parallel paradigm instead of the more familiar program parallel scheme. The contents are organized into nine chapters, rich with illustrations and tables. The first two provide introduction and background covering fundamental concepts and a description of early SIMD computers. Chapters 3 through 8 each address specific machines from the first SIMD supercomputer (Illiac IV) through several contemporary designs to some example research computers. The final chapter provides commentary and lessons learned. Because the test of any technology is what it can do, diverse applications are incorporated throughout, leading step by step to increasingly ambitious examples. The book is intended for a wide range of readers. Computer professionals will find sufficient detail to incorporate much of this material into their own endeavors. Program managers and applications system designers may find the solution to their requirements for high computational performance at an affordable cost. Scientists and engineers will find sufficient processing speed to make interactive simulation a practical adjunct to theory and experiment. Students will find a case study of an emerging and maturing technology. The general reader is afforded the opportunity to appreciate the power of advanced computing and some of the ramifications of this growing capability.

Foundations of Parallel Programming

Foundations of Parallel Programming PDF Author: D. B. Skillicorn
Publisher: Cambridge University Press
ISBN: 9780521455114
Category : Computers
Languages : en
Pages : 214

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Book Description
This is the first comprehensive account of this new approach to the fundamentals of parallel programming.

Experimental Parallel Computing Architectures

Experimental Parallel Computing Architectures PDF Author: J. J. Dongarra
Publisher: North Holland
ISBN:
Category : Computers
Languages : en
Pages : 328

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Book Description
Computer Systems Organization -- Parallel architecture.

Advanced Computer Architecture and Parallel Processing

Advanced Computer Architecture and Parallel Processing PDF Author: Hesham El-Rewini
Publisher: John Wiley & Sons
ISBN: 0471478393
Category : Computers
Languages : en
Pages : 288

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Book Description
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.

Algorithms and Parallel Computing

Algorithms and Parallel Computing PDF Author: Fayez Gebali
Publisher: John Wiley & Sons
ISBN: 0470934638
Category : Computers
Languages : en
Pages : 372

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Book Description
There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all learned. The programmer must be aware of the communication and data dependencies of the algorithm or application. This book provides the techniques to explore the possible ways to program a parallel computer for a given application.

Computer Architecture and Parallel Processing

Computer Architecture and Parallel Processing PDF Author: Kai Hwang
Publisher: McGraw-Hill Companies
ISBN:
Category : Computers
Languages : en
Pages : 872

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Book Description
Computer Systems Organization -- Parallel architecture.

Designing Efficient Algorithms for Parallel Computers

Designing Efficient Algorithms for Parallel Computers PDF Author: Michael Jay Quinn
Publisher: McGraw-Hill Companies
ISBN:
Category : Computers
Languages : en
Pages : 312

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Book Description
Mathematics of Computing -- Parallelism.

Vector Models for Data-parallel Computing

Vector Models for Data-parallel Computing PDF Author: Guy E. Blelloch
Publisher: MIT Press (MA)
ISBN:
Category : Computers
Languages : en
Pages : 288

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Book Description
Mathematics of Computing -- Parallelism.