Statistical Computer Performance Evaluation

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Statistical Computer Performance Evaluation

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Author : Walter Freiberger
Publisher : Academic Press
ISBN 13 : 1483260941
Total Pages : 533 pages
Book Rating : 4.4/5 (832 download)

Book Synopsis Statistical Computer Performance Evaluation by : Walter Freiberger

Download or read book Statistical Computer Performance Evaluation written by Walter Freiberger and published by Academic Press. This book was released on 2014-05-10 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Computer Performance Evaluation contains the proceedings of a Conference on Statistical Computer Performance Evaluation held at Brown University in Providence, Rhode Island, on November 22-23, 1971, under the auspices of the Division of Applied Mathematics and the Center for Computer and Information Sciences. The papers review the application of quantitative, and particularly statistical, methods to the study of computer performance. Comprised of 19 chapters, this book begins with an overview of the state of the art of computer system evaluation and some quantitative methods (analytical, simulation, and empirical methods) that are applicable to the problem. A utility theoretic approach to evaluation of a time-sharing system is then described, followed by a discussion on the results of a multi-factor paging experiment. Subsequent chapters focus on statistical quantification of instruction and operand traces; measurement and improvement of program behavior under paging systems; free-storage algorithms; and probabilistic models for predicting software reliability. This monograph will be of interest to practitioners in the fields ofcomputer science and applied mathematics.

Statistical Computer Performance Evaluation

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Author : Walter Freiberger
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (876 download)

Book Synopsis Statistical Computer Performance Evaluation by : Walter Freiberger

Download or read book Statistical Computer Performance Evaluation written by Walter Freiberger and published by . This book was released on 1972 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Architecture Performance Evaluation Methods

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Author : Lieven Eeckhout
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608454681
Total Pages : 145 pages
Book Rating : 4.6/5 (84 download)

Book Synopsis Computer Architecture Performance Evaluation Methods by : Lieven Eeckhout

Download or read book Computer Architecture Performance Evaluation Methods written by Lieven Eeckhout and published by Morgan & Claypool Publishers. This book was released on 2010-09-09 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance evaluation is at the foundation of computer architecture research and development. Contemporary microprocessors are so complex that architects cannot design systems based on intuition and simple models only. Adequate performance evaluation methods are absolutely crucial to steer the research and development process in the right direction. However, rigorous performance evaluation is non-trivial as there are multiple aspects to performance evaluation, such as picking workloads, selecting an appropriate modeling or simulation approach, running the model and interpreting the results using meaningful metrics. Each of these aspects is equally important and a performance evaluation method that lacks rigor in any of these crucial aspects may lead to inaccurate performance data and may drive research and development in a wrong direction. The goal of this book is to present an overview of the current state-of-the-art in computer architecture performance evaluation, with a special emphasis on methods for exploring processor architectures. The book focuses on fundamental concepts and ideas for obtaining accurate performance data. The book covers various topics in performance evaluation, ranging from performance metrics, to workload selection, to various modeling approaches including mechanistic and empirical modeling. And because simulation is by far the most prevalent modeling technique, more than half the book's content is devoted to simulation. The book provides an overview of the simulation techniques in the computer designer's toolbox, followed by various simulation acceleration techniques including sampled simulation, statistical simulation, parallel simulation and hardware-accelerated simulation. Table of Contents: Introduction / Performance Metrics / Workload Design / Analytical Performance Modeling / Simulation / Sampled Simulation / Statistical Simulation / Parallel Simulation and Hardware Acceleration / Concluding Remarks

Computer Performance Evaluation

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Author : Computer Performance Evaluation Users Group
Publisher :
ISBN 13 :
Total Pages : 244 pages
Book Rating : 4.F/5 ( download)

Book Synopsis Computer Performance Evaluation by : Computer Performance Evaluation Users Group

Download or read book Computer Performance Evaluation written by Computer Performance Evaluation Users Group and published by . This book was released on 1975 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Performance Evaluation Users Group (CPEUG)

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Author : Computer Performance Evaluation Users Group
Publisher :
ISBN 13 :
Total Pages : 268 pages
Book Rating : 4.3/5 (121 download)

Book Synopsis Computer Performance Evaluation Users Group (CPEUG) by : Computer Performance Evaluation Users Group

Download or read book Computer Performance Evaluation Users Group (CPEUG) written by Computer Performance Evaluation Users Group and published by . This book was released on 1977 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Performance Evaluation

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Author : Erol Gelenbe
Publisher : CRC Press
ISBN 13 : 9780849323577
Total Pages : 470 pages
Book Rating : 4.3/5 (235 download)

Book Synopsis System Performance Evaluation by : Erol Gelenbe

Download or read book System Performance Evaluation written by Erol Gelenbe and published by CRC Press. This book was released on 2000-03-24 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Throughout successive generations of information technology, the importance of the performance evaluation of software, computer architectures, and computer networks endures. For example, the performance issues of transaction processing systems and redundant arrays of independent disks replace the virtual memory and input-output problems of the 70s. ATM performance issues supercede those associated with electronic telephony of the 70s. As performance issues evolve with the technologies, so must our approach to evaluation. In System Performance Evaluation: Methodologies and Applications, top academic and industrial experts review the major issues now faced in this arena. In a series of structured, focused chapters, they present the state-of-the-art in performance methodologies and applications. They address developments in analytical modeling and its interaction with detailed analysis of measurement data. They also discuss performance evaluation methodologies for large-scale software systems - in general and in the context of critical applications, such as nuclear reactor control and air transportation systems. With its particular emphasis on network performance for wireless networks, the Internet, and ATM networking, System Performance Evaluation becomes the ideal vehicle for professionals in computer architecture, networking, and software engineering to stay up-to-date and proficient in this essential aspect of information technology.

Lectures on the Measurement and Evaluation of the Performance of Computing Systems

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Author : Saul Rosen
Publisher : SIAM
ISBN 13 : 0898710200
Total Pages : 140 pages
Book Rating : 4.8/5 (987 download)

Book Synopsis Lectures on the Measurement and Evaluation of the Performance of Computing Systems by : Saul Rosen

Download or read book Lectures on the Measurement and Evaluation of the Performance of Computing Systems written by Saul Rosen and published by SIAM. This book was released on 1976-01-01 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lectures on the measurement and evaluation of the performance of general purpose computing systems.

Computer Networks and Systems

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Author : Thomas G. Robertazzi
Publisher : Springer Science & Business Media
ISBN 13 : 1461211646
Total Pages : 418 pages
Book Rating : 4.4/5 (612 download)

Book Synopsis Computer Networks and Systems by : Thomas G. Robertazzi

Download or read book Computer Networks and Systems written by Thomas G. Robertazzi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended for a first course in performance evaluation, this is a self-contained treatment covering all aspects of queuing theory. It starts by introducing readers to the terminology and usefulness of queueing theory and continues by considering Markovian queues in equilibrium, Littles law, reversibility, transient analysis, and computation, plus the M/G/1 queuing system. It then moves on to cover networks of queues, and concludes with techniques for numerical solutions, a discussion of the PANACEA technique, discrete time queueing systems and simulation, and stochastic Petri networks. The whole is backed by case studies of distributed queueing networks arising in industrial applications. This third edition includes a new chapter on self-similar traffic, many new problems, and solutions for many exercises.

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems

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Author : Mohammed S. Obaidat
Publisher : John Wiley & Sons
ISBN 13 : 0470567198
Total Pages : 477 pages
Book Rating : 4.4/5 (75 download)

Book Synopsis Fundamentals of Performance Evaluation of Computer and Telecommunication Systems by : Mohammed S. Obaidat

Download or read book Fundamentals of Performance Evaluation of Computer and Telecommunication Systems written by Mohammed S. Obaidat and published by John Wiley & Sons. This book was released on 2010-01-26 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only singular, all-encompassing textbook on state-of-the-art technical performance evaluation Fundamentals of Performance Evaluation of Computer and Telecommunication Systems uniquely presents all techniques of performance evaluation of computers systems, communication networks, and telecommunications in a balanced manner. Written by the renowned Professor Mohammad S. Obaidat and his coauthor Professor Noureddine Boudriga, it is also the only resource to treat computer and telecommunication systems as inseparable issues. The authors explain the basic concepts of performance evaluation, applications, performance evaluation metrics, workload types, benchmarking, and characterization of workload. This is followed by a review of the basics of probability theory, and then, the main techniques for performance evaluation namely measurement, simulation, and analytic modeling with case studies and examples. Contains the practical and applicable knowledge necessary for a successful performance evaluation in a balanced approach Reviews measurement tools, benchmark programs, design of experiments, traffic models, basics of queueing theory, and operational and mean value analysis Covers the techniques for validation and verification of simulation as well as random number generation, random variate generation, and testing with examples Features numerous examples and case studies, as well as exercises and problems for use as homework or programming assignments Fundamentals of Performance Evaluation of Computer and Telecommunication Systems is an ideal textbook for graduate students in computer science, electrical engineering, computer engineering, and information sciences, technology, and systems. It is also an excellent reference for practicing engineers and scientists.

Performance Evaluation and Benchmarking

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Author : Lizy Kurian John
Publisher : CRC Press
ISBN 13 : 1420037420
Total Pages : 304 pages
Book Rating : 4.4/5 (2 download)

Book Synopsis Performance Evaluation and Benchmarking by : Lizy Kurian John

Download or read book Performance Evaluation and Benchmarking written by Lizy Kurian John and published by CRC Press. This book was released on 2018-10-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer and microprocessor architectures are advancing at an astounding pace. However, increasing demands on performance coupled with a wide variety of specialized operating environments act to slow this pace by complicating the performance evaluation process. Carefully balancing efficiency and accuracy is key to avoid slowdowns, and such a balance can be achieved with an in-depth understanding of the available evaluation methodologies. Performance Evaluation and Benchmarking outlines a variety of evaluation methods and benchmark suites, considering their strengths, weaknesses, and when each is appropriate to use. Following a general overview of important performance analysis techniques, the book surveys contemporary benchmark suites for specific areas, such as Java, embedded systems, CPUs, and Web servers. Subsequent chapters explain how to choose appropriate averages for reporting metrics and provide a detailed treatment of statistical methods, including a summary of statistics, how to apply statistical sampling for simulation, how to apply SimPoint, and a comprehensive overview of statistical simulation. The discussion then turns to benchmark subsetting methodologies and the fundamentals of analytical modeling, including queuing models and Petri nets. Three chapters devoted to hardware performance counters conclude the book. Supplying abundant illustrations, examples, and case studies, Performance Evaluation and Benchmarking offers a firm foundation in evaluation methods along with up-to-date techniques that are necessary to develop next-generation architectures.

Measuring Computer Performance

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Author : David J. Lilja
Publisher : Cambridge University Press
ISBN 13 : 1139427784
Total Pages : 279 pages
Book Rating : 4.1/5 (394 download)

Book Synopsis Measuring Computer Performance by : David J. Lilja

Download or read book Measuring Computer Performance written by David J. Lilja and published by Cambridge University Press. This book was released on 2005-09-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measuring Computer Performance sets out the fundamental techniques used in analyzing and understanding the performance of computer systems. Throughout the book, the emphasis is on practical methods of measurement, simulation, and analytical modeling. The author discusses performance metrics and provides detailed coverage of the strategies used in benchmark programmes. He gives intuitive explanations of the key statistical tools needed to interpret measured performance data. He also describes the general 'design of experiments' technique, and shows how the maximum amount of information can be obtained for the minimum effort. The book closes with a chapter on the technique of queueing analysis. Appendices listing common probability distributions and statistical tables are included, along with a glossary of important technical terms. This practically-oriented book will be of great interest to anyone who wants a detailed, yet intuitive, understanding of computer systems performance analysis.

Computer Performance Evaluation Users Group (CPEUG)

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Author : Computer Performance Evaluation Users Group
Publisher :
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.:/5 (31 download)

Book Synopsis Computer Performance Evaluation Users Group (CPEUG) by : Computer Performance Evaluation Users Group

Download or read book Computer Performance Evaluation Users Group (CPEUG) written by Computer Performance Evaluation Users Group and published by . This book was released on 1979 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Computer Performance Evaluation. Edited by Walter Freiberger with the Collaborati of Ulf Grenander, Barry H. Margolin [and] Rhett F. Tsao

Download Statistical Computer Performance Evaluation. Edited by Walter Freiberger with the Collaborati of Ulf Grenander, Barry H. Margolin [and] Rhett F. Tsao PDF Online Free

Author :
Publisher :
ISBN 13 : 9780122669507
Total Pages : 514 pages
Book Rating : 4.6/5 (695 download)

Book Synopsis Statistical Computer Performance Evaluation. Edited by Walter Freiberger with the Collaborati of Ulf Grenander, Barry H. Margolin [and] Rhett F. Tsao by :

Download or read book Statistical Computer Performance Evaluation. Edited by Walter Freiberger with the Collaborati of Ulf Grenander, Barry H. Margolin [and] Rhett F. Tsao written by and published by . This book was released on 1972 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Performance Measurement and Evaluation Methods

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Author : Liba Svobodova
Publisher : Elsevier Publishing Company
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.3/5 (91 download)

Book Synopsis Computer Performance Measurement and Evaluation Methods by : Liba Svobodova

Download or read book Computer Performance Measurement and Evaluation Methods written by Liba Svobodova and published by Elsevier Publishing Company. This book was released on 1976 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance evaluation is not just determining whether or not a system meets certain objectives; it is also understanding if and how system performance can be improved. A computer system analyst must master a number of techniques to ascertain important factors and their effect on system performance. The purpose of this book is to develop a better understanding of the problem of performance evaluation and to analyze available techniques within this concept. Directed to present and future computer analysts and designers, readers should be familiar with concepts of hardware organization, system architecture, and operating systems.

STATISTICAL COMPUTER PERFORMANCE EVALUATION- PROCEEDINGS OF A CONFERENCE.

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Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (84 download)

Book Synopsis STATISTICAL COMPUTER PERFORMANCE EVALUATION- PROCEEDINGS OF A CONFERENCE. by :

Download or read book STATISTICAL COMPUTER PERFORMANCE EVALUATION- PROCEEDINGS OF A CONFERENCE. written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Performance Evaluation

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Author :
Publisher :
ISBN 13 :
Total Pages : 616 pages
Book Rating : 4.F/5 ( download)

Book Synopsis Computer Performance Evaluation by :

Download or read book Computer Performance Evaluation written by and published by . This book was released on 1976 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Performance Evaluation Users Group (CPEUG)

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Author : Computer Performance Evaluation Users Group
Publisher :
ISBN 13 :
Total Pages : 394 pages
Book Rating : 4.F/5 ( download)

Book Synopsis Computer Performance Evaluation Users Group (CPEUG) by : Computer Performance Evaluation Users Group

Download or read book Computer Performance Evaluation Users Group (CPEUG) written by Computer Performance Evaluation Users Group and published by . This book was released on 1978 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: