Performance Bounds For Parallel Processors

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Performance bounds for parallel processors

Author : Stanford University Stanford Electronics Laboratories. Digital Systems Laboratory
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Performance bounds for parallel processors by : Stanford University Stanford Electronics Laboratories. Digital Systems Laboratory

Download or read book Performance bounds for parallel processors written by Stanford University Stanford Electronics Laboratories. Digital Systems Laboratory and published by . This book was released on 1976 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: A general model of computation on a p-parallel processor is proposed, distinguishing clearly between the logical parallelism (p* processes) inherent in a computation, and the physical parallelism (p processors) available in the computer organization. This shows the dependence of performance bounds on both the computation being executed and the computer architecture. We formally derive necessary and sufficient conditions for the maximum attainable speedup of a p-parallel processor over a uniprocessor to be Sp 2 min(:[superscript]FF(p,ln p),:[superscript]FF(p*,ln p*)), where ln p approximates Hp , the pth. harmonic number. We also verify that empirically-derived speedups are 0(:[superscript]FF(p*,ln p*)). Finally, we discuss related performance measures of minimum execution time, maximum efficiency and minimum space-time product.

Mins Performance for Parallel Processing

Author : Harsh Sadawarti
Publisher : Lulu.com
ISBN 13 : 0615176968
Total Pages : 142 pages
Book Rating : 4.6/5 (151 download)

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Book Synopsis Mins Performance for Parallel Processing by : Harsh Sadawarti

Download or read book Mins Performance for Parallel Processing written by Harsh Sadawarti and published by Lulu.com. This book was released on 2007-11-14 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Performance of a system depends directly on the time required to perform an operation and number of these operations that can be performed concurrently. High performance computing systems can be designed using parallel processing. The effectiveness of these parallel systems rests primarily on the communication network linking processors and memory modules. Hence, an interconnection network that provides the desired connectivity and performance at minimum cost is required for communication in parallel processing systems. Multistage interconnection networks provide a compromise between shared bus and crossbar networks.

Programming Massively Parallel Processors

Author : David B. Kirk
Publisher : Newnes
ISBN 13 : 0123914183
Total Pages : 519 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Programming Massively Parallel Processors by : David B. Kirk

Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. - New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more - Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism - Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

Parallel Processing for Scientific Computing

Author : Michael A. Heroux
Publisher : SIAM
ISBN 13 : 0898716195
Total Pages : 407 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Parallel Processing for Scientific Computing by : Michael A. Heroux

Download or read book Parallel Processing for Scientific Computing written by Michael A. Heroux and published by SIAM. This book was released on 2006-01-01 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific computing has often been called the third approach to scientific discovery, emerging as a peer to experimentation and theory. Historically, the synergy between experimentation and theory has been well understood: experiments give insight into possible theories, theories inspire experiments, experiments reinforce or invalidate theories, and so on. As scientific computing has evolved to produce results that meet or exceed the quality of experimental and theoretical results, it has become indispensable.Parallel processing has been an enabling technology in scientific computing for more than 20 years. This book is the first in-depth discussion of parallel computing in 10 years; it reflects the mix of topics that mathematicians, computer scientists, and computational scientists focus on to make parallel processing effective for scientific problems. Presently, the impact of parallel processing on scientific computing varies greatly across disciplines, but it plays a vital role in most problem domains and is absolutely essential in many of them. Parallel Processing for Scientific Computing is divided into four parts: The first concerns performance modeling, analysis, and optimization; the second focuses on parallel algorithms and software for an array of problems common to many modeling and simulation applications; the third emphasizes tools and environments that can ease and enhance the process of application development; and the fourth provides a sampling of applications that require parallel computing for scaling to solve larger and realistic models that can advance science and engineering. This edited volume serves as an up-to-date reference for researchers and application developers on the state of the art in scientific computing. It also serves as an excellent overview and introduction, especially for graduate and senior-level undergraduate students interested in computational modeling and simulation and related computer science and applied mathematics aspects.Contents List of Figures; List of Tables; Preface; Chapter 1: Frontiers of Scientific Computing: An Overview; Part I: Performance Modeling, Analysis and Optimization. Chapter 2: Performance Analysis: From Art to Science; Chapter 3: Approaches to Architecture-Aware Parallel Scientific Computation; Chapter 4: Achieving High Performance on the BlueGene/L Supercomputer; Chapter 5: Performance Evaluation and Modeling of Ultra-Scale Systems; Part II: Parallel Algorithms and Enabling Technologies. Chapter 6: Partitioning and Load Balancing; Chapter 7: Combinatorial Parallel and Scientific Computing; Chapter 8: Parallel Adaptive Mesh Refinement; Chapter 9: Parallel Sparse Solvers, Preconditioners, and Their Applications; Chapter 10: A Survey of Parallelization Techniques for Multigrid Solvers; Chapter 11: Fault Tolerance in Large-Scale Scientific Computing; Part III: Tools and Frameworks for Parallel Applications. Chapter 12: Parallel Tools and Environments: A Survey; Chapter 13: Parallel Linear Algebra Software; Chapter 14: High-Performance Component Software Systems; Chapter 15: Integrating Component-Based Scientific Computing Software; Part IV: Applications of Parallel Computing. Chapter 16: Parallel Algorithms for PDE-Constrained Optimization; Chapter 17: Massively Parallel Mixed-Integer Programming; Chapter 18: Parallel Methods and Software for Multicomponent Simulations; Chapter 19: Parallel Computational Biology; Chapter 20: Opportunities and Challenges for Parallel Computing in Science and Engineering; Index.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 312 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1991 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Job Scheduling Strategies for Parallel Processing

Author : Dror Feitelson
Publisher : Springer Science & Business Media
ISBN 13 : 3540204059
Total Pages : 276 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Job Scheduling Strategies for Parallel Processing by : Dror Feitelson

Download or read book Job Scheduling Strategies for Parallel Processing written by Dror Feitelson and published by Springer Science & Business Media. This book was released on 2003-10-16 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed postproceedings of the 9th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2003, held in Seattle, Washington in June 2003 in conjunction with HPDC-12 and FFG-8. The 13 revised full papers presented were carefully refereed and selected during two rounds of reviewing and revision. The papers present state-of-the-art research results in the area with particular emphasis on conventional parallel systems (including infrastructure scheduling algorithms, I/O issues, and QoS), on scheduling issues in the context of grid computing, and on methodological aspects of performance evaluation in parallel job scheduling.

Job Scheduling Strategies for Parallel Processing

Author : Walfredo Cirne
Publisher : Springer
ISBN 13 : 3319157892
Total Pages : 177 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Job Scheduling Strategies for Parallel Processing by : Walfredo Cirne

Download or read book Job Scheduling Strategies for Parallel Processing written by Walfredo Cirne and published by Springer. This book was released on 2015-02-13 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 18th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2014, held in Phoenix, AZ, USA, in May 2014. The 9 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers cover the following topics: single-core parallelism; moving to distributed-memory, larger-scale systems, scheduling fairness; and parallel job scheduling.

Applied Parallel Computing

Author : Jack Dongarra
Publisher : Springer
ISBN 13 : 354033498X
Total Pages : 1195 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Applied Parallel Computing by : Jack Dongarra

Download or read book Applied Parallel Computing written by Jack Dongarra and published by Springer. This book was released on 2006-02-27 with total page 1195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Applied Parallel Computing, PARA 2004, held in June 2004. The 118 revised full papers presented together with five invited lectures and 15 contributed talks were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections.

Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing

Author : J. J. Dongarra
Publisher : SIAM
ISBN 13 : 9780898713039
Total Pages : 678 pages
Book Rating : 4.7/5 (13 download)

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Book Synopsis Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing by : J. J. Dongarra

Download or read book Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing written by J. J. Dongarra and published by SIAM. This book was released on 1992-01-01 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text gives the proceedings for the fifth conference on parallel processing for scientific computing.

Selected Papers from the Second Conference on Parallel Processing for Scientific Computing

Author : Charles William Gear
Publisher : SIAM
ISBN 13 : 9780898712162
Total Pages : 296 pages
Book Rating : 4.7/5 (121 download)

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Book Synopsis Selected Papers from the Second Conference on Parallel Processing for Scientific Computing by : Charles William Gear

Download or read book Selected Papers from the Second Conference on Parallel Processing for Scientific Computing written by Charles William Gear and published by SIAM. This book was released on 1987-01-01 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.

Computer Performance Evaluation

Author : Günter Haring
Publisher : Springer Science & Business Media
ISBN 13 : 9783540580218
Total Pages : 484 pages
Book Rating : 4.5/5 (82 download)

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Book Synopsis Computer Performance Evaluation by : Günter Haring

Download or read book Computer Performance Evaluation written by Günter Haring and published by Springer Science & Business Media. This book was released on 1994-04-20 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance evaluation, reliability, and performability are key factors in the development and improvement of computer systems and computer networks. This volume contains the 25 accepted and invited papers presented at the 7th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation. The papers focus on new techniques and the extension of existing techniques for performance and reliability analysis. Tools to support performance and reliability modelling and measurement in all kinds of applications and environments are presented, and the practicability and generality of the approaches are emphasized. The volume summarizes the state of the art and points out future demands and challenges, and will interest both scientists and practitioners.

Job Scheduling Strategies for Parallel Processing

Author : Dror G. Feitelson
Publisher : Springer Science & Business Media
ISBN 13 : 9783540635741
Total Pages : 316 pages
Book Rating : 4.6/5 (357 download)

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Book Synopsis Job Scheduling Strategies for Parallel Processing by : Dror G. Feitelson

Download or read book Job Scheduling Strategies for Parallel Processing written by Dror G. Feitelson and published by Springer Science & Business Media. This book was released on 1997-08-27 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the strictly refereed post-workshop proceedings of the 1997 IPPS Workshop on Job Scheduling Strategies for Parallel Processing held in Geneva, Switzerland, in April 1997, as a satelite meeting of the IEEE/CS International Parallel Processing Symposium. The 12 revised full papers presented were carefully reviewed and revised for inclusion in the book. Also included is a detailed introduction surveying the state of the art in the area. Among the topics covered are processor allocation, parallel scheduling, massively parallel processing, shared-memory architectures, gang scheduling, etc.

Parallel Processing and Applied Mathematics

Author : Roman Wyrzykowski
Publisher : Springer
ISBN 13 : 3540480862
Total Pages : 900 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Parallel Processing and Applied Mathematics by : Roman Wyrzykowski

Download or read book Parallel Processing and Applied Mathematics written by Roman Wyrzykowski and published by Springer. This book was released on 2003-08-01 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 4th International Conference on Parallel Processing and Applied Mathematics, PPAM 2002, held in Naleczow, Poland, in September 2001. The 101 papers presented were carefully reviewed and improved during two rounds of reviewing and revision. The book offers topical sections on distributed and grid architectures, scheduling and load balancing, performance analysis and prediction, parallel non-numerical algorithms, parallel programming, tools and environments, parallel numerical algorithms, applications, and evolutionary computing and neural networks.

Architecture of High Performance Computers Volume II

Author : R. IBBETT
Publisher : Springer
ISBN 13 : 148996701X
Total Pages : 216 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Architecture of High Performance Computers Volume II by : R. IBBETT

Download or read book Architecture of High Performance Computers Volume II written by R. IBBETT and published by Springer. This book was released on 2013-11-11 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Configurable Intelligent Optimization Algorithm

Author : Fei Tao
Publisher : Springer
ISBN 13 : 3319088408
Total Pages : 364 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Configurable Intelligent Optimization Algorithm by : Fei Tao

Download or read book Configurable Intelligent Optimization Algorithm written by Fei Tao and published by Springer. This book was released on 2014-08-18 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing. This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers.

Proceedings 20th International Conference Parallel Processing 1991

Author : Tse-yun Feng
Publisher : CRC Press
ISBN 13 : 9780849301933
Total Pages : 372 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Proceedings 20th International Conference Parallel Processing 1991 by : Tse-yun Feng

Download or read book Proceedings 20th International Conference Parallel Processing 1991 written by Tse-yun Feng and published by CRC Press. This book was released on 1991-07-30 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Job Scheduling Strategies for Parallel Processing

Author : Eitan Frachtenberg
Publisher : Springer Science & Business Media
ISBN 13 : 3642046320
Total Pages : 309 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Job Scheduling Strategies for Parallel Processing by : Eitan Frachtenberg

Download or read book Job Scheduling Strategies for Parallel Processing written by Eitan Frachtenberg and published by Springer Science & Business Media. This book was released on 2009-10-05 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised papers of the 14th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2009, which was held in Rome, Italy, in May 2009. The 15 revised papers presented were carefully reviewed and selected from 25 submissions. The papers cover all current issues of job scheduling strategies for parallel processing; this year the conference had an increasing trend towards heterogeneous and multi-core architectures.