Computer Architecture Performance Evaluation Methods

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Author :
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608454673
Total Pages : 129 pages
Book Rating : 4.6/5 (84 download)

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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 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to present an overview of the current state-of-the-art in computer architecture performance evaluation. The book covers various aspects that relate to performance evaluation, ranging from performance metrics, to workload selection, to various modeling approaches such as analytical modeling and simulation. And because simulation is by far the most prevalent modeling technique in computer architecture evaluation, the book spends more than half its content on simulation, covering an overview of the various simulation techniques in the computer designer's toolbox, followed by various simulation acceleration techniques such as sampled simulation, statistical simulation, and parallel and hardware-accelerated simulation. The evaluation methods described in this book have a primary focus on performance. Although performance remains to be a key design target, it no longer is the sole design target. Power consumption and reliability have quickly become primary design concerns, and today they probably are as important as performance. Other important design constraints relate to cost, thermal issues, yield, etc. This book focuses on performance evaluation methods only. This does not compromise on the importance and general applicability of the techniques described in this book because power and reliability models are typically integrated into existing performance models. These integrated models pose similar challenges to the ones handled in this book. The book also focuses on presenting fundamental concepts and ideas. The book does not provide much quantitative data. Although quantitative data is crucial to performance evaluation, to understand the fundamentals of performance evaluation methods it is not. Moreover, quantitative data from different sources may be hard to compare, and may even be misleading, because the contexts in which the results were obtained may be very different - a comparison based on these numbe

Computer Architecture Performance Evaluation Methods

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Author :
Publisher : Springer Nature
ISBN 13 : 3031017277
Total Pages : 132 pages
Book Rating : 4.0/5 (31 download)

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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 Springer Nature. This book was released on 2022-05-31 with total page 132 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 :
Publisher : Springer
ISBN 13 :
Total Pages : 396 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Computer Performance Evaluation by : Ramon Puigjaner

Download or read book Computer Performance Evaluation written by Ramon Puigjaner and published by Springer. This book was released on 1998-08-26 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation, Tools'98, held in Palma de Mallorca, Spain, in September 1998. The 25 revised full papers presented were selected from a total of 69 submissions. Also included are one invited paper and nine tool descriptions. The book is divided into topical sections on software performance tools, network performance, measurement and modelling tools, algorithmic techniques, case studies, Petri net techniques, MVA techniques, and software performance evaluation methods.

Computer Performance Measurement and Evaluation Methods

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Author :
Publisher : Elsevier Publishing Company
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.3/5 (97 download)

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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.

Performance Evaluation and Benchmarking

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

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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.

Computer Performance Evaluation

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Publisher : Springer
ISBN 13 : 3540680616
Total Pages : 376 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Computer Performance Evaluation by : Ramon Puigjaner

Download or read book Computer Performance Evaluation written by Ramon Puigjaner and published by Springer. This book was released on 2003-06-26 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need to evaluate computer and communication systems performance and dependability is continuously growing as a consequence of both the increasing complexity of systems and the user requirements in terms of timing behaviour. The 10th International Conference on Modelling Techniques and Tools for C- puter Performance Evaluation, held in Palma in September 1998, was organised with the aim of creating a forum in which both theoreticians and practitioners could interchange recent techniques, tools, and experiences in these areas. This meeting follows the predecessor conferences of this series: 1984 Paris 1988 Palma 1994 Wien 1985 Sophia Antipolis 1991 Torino 1995 Heidelberg 1987 Paris 1992 Edinburgh 1997 Saint Malo The tradition of this conference series continued this year where many high quality papers were submitted. The Programme Committee had a di cult task in selecting the best papers. Many ne papers could not be included in the program due to space constraints. All accepted papers are included in this volume. Also, a set of submissions describing performance modelling tools was transformed into tool presentations and demonstrations. A brief description of these tools is included in this volume. The following table gives the overall statistics for the submissions.

An Agenda for Improved Evaluation of Supercomputer Performance

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Author :
Publisher : National Academies Press
ISBN 13 :
Total Pages : 68 pages
Book Rating : 4./5 ( download)

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Book Synopsis An Agenda for Improved Evaluation of Supercomputer Performance by : National Research Council (U.S.). Committee on Supercomputer Performance and Development

Download or read book An Agenda for Improved Evaluation of Supercomputer Performance written by National Research Council (U.S.). Committee on Supercomputer Performance and Development and published by National Academies Press. This book was released on 1986-01-01 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Performance Evaluation: Origins and Directions

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Author :
Publisher : Springer
ISBN 13 : 3540465065
Total Pages : 523 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Performance Evaluation: Origins and Directions by : Günter Haring

Download or read book Performance Evaluation: Origins and Directions written by Günter Haring and published by Springer. This book was released on 2003-06-29 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph-like state-of-the-art survey presents the history, the key ideas, the success stories, and future challenges of performance evaluation and demonstrates the impact of performance evaluation on a variety of different areas through case studies in a coherent and comprehensive way. Leading researchers in the field have contributed 19 cross-reviewed topical chapters competently covering the whole range of performance evaluation, from theoretical and methodological issues to applications in numerous other fields. Additionally, the book contains one contribution on the role of performance evaluation in industry and personal accounts of four pioneering researchers describing the genesis of breakthrough results. The book will become a valuable source of reference and indispensable reading for anybody active or interested in performance evaluation.

Formal Methods for Performance Evaluation

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Publisher : Springer
ISBN 13 : 3540725229
Total Pages : 472 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Formal Methods for Performance Evaluation by : Marco Bernardo

Download or read book Formal Methods for Performance Evaluation written by Marco Bernardo and published by Springer. This book was released on 2007-06-06 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a set of 11 papers accompanying the lectures of leading researchers given at the 7th edition of the International School on Formal Methods for the Design of Computer, Communication and Software Systems, SFM 2007, held in Bertinoro, Italy in May/June 2007. SFM 2007 was devoted to formal techniques for performance evaluation and covered several aspects of the field.

Computer Performance Evaluation. Modelling Techniques and Tools

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Publisher : Springer
ISBN 13 : 3540464298
Total Pages : 390 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Computer Performance Evaluation. Modelling Techniques and Tools by : Boudewijn R. Haverkort

Download or read book Computer Performance Evaluation. Modelling Techniques and Tools written by Boudewijn R. Haverkort and published by Springer. This book was released on 2003-06-29 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Modelling Tools and Techniques for Computer Communication System Performance Evaluation, TOOLS 2000, held in Schaumburg, IL, USA in March 2000. The 21 revised full papers presented were carefully reviewed and selected from a total of 49 submissions. Also included are 15 tool descriptions and one invited paper. The papers are organized in topical sections on queueing network models, optimization in mobile networks, stochastic Petri nets, simulation, formal methods and performance evaluation, and measurement tools and applications.

System Performance Evaluation

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Publisher : CRC Press
ISBN 13 : 1482274531
Total Pages : 464 pages
Book Rating : 4.4/5 (822 download)

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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 464 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.

Computer Performance Evaluation. Modelling Techniques and Tools

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Publisher : Springer Science & Business Media
ISBN 13 : 3540408142
Total Pages : 319 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Computer Performance Evaluation. Modelling Techniques and Tools by : Peter Kemper

Download or read book Computer Performance Evaluation. Modelling Techniques and Tools written by Peter Kemper and published by Springer Science & Business Media. This book was released on 2003-08-18 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation, TOOLS 2003, held in Urbana, IL, USA, in September 2003. The 17 revised full papers presented together with a keynote paper were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on tools for measuring, benchmarking, and online control; tools for evaluation of stochastic models; queueing models; Markovian arrival processes and phase-type distributions; and supporting model-based design of systems.

Performance Modeling for Computer Architects

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Publisher : John Wiley & Sons
ISBN 13 : 9780818670947
Total Pages : 408 pages
Book Rating : 4.6/5 (79 download)

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Book Synopsis Performance Modeling for Computer Architects by : C. M. Krishna

Download or read book Performance Modeling for Computer Architects written by C. M. Krishna and published by John Wiley & Sons. This book was released on 1995-10-14 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: As computers become more complex, the number and complexity of the tasks facing the computer architect have increased. Computer performance often depends in complex way on the design parameters and intuition that must be supplemented by performance studies to enhance design productivity. This book introduces computer architects to computer system performance models and shows how they are relatively simple, inexpensive to implement, and sufficiently accurate for most purposes. It discusses the development of performance models based on queuing theory and probability. The text also shows how they are used to provide quick approximate calculations to indicate basic performance tradeoffs and narrow the range of parameters to consider when determining system configurations. It illustrates how performance models can demonstrate how a memory system is to be configured, what the cache structure should be, and what incremental changes in cache size can have on the miss rate. A particularly deep knowledge of probability theory or any other mathematical field to understand the papers in this volume is not required.

Performance Evaluation of Complex Systems: Techniques and Tools

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Publisher : Springer
ISBN 13 : 3540457984
Total Pages : 499 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Performance Evaluation of Complex Systems: Techniques and Tools by : Maria Carla Calzarossa

Download or read book Performance Evaluation of Complex Systems: Techniques and Tools written by Maria Carla Calzarossa and published by Springer. This book was released on 2003-08-02 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the tutorial lectures given by leading experts in the area at the IFIP WG 7.3 International Symposium on Computer Modeling, Measurement and Evaluation, Performance 2002, held in Rome, Italy in September 2002.The survey papers presented are devoted to theoretical and methodological advances in performance and reliability evaluation as well as new perspectives in the major application fields. Modeling and verification issues, solution methods, workload characterization, and benchmarking are addressed from the methodological point of view. Among the applications dealt with are hardware and software architectures, wired and wireless networks, grid environments, Web services, and real-time voice and video processing.This book is intended to serve as a state-of-the-art survey and reference for students, scientists, and engineers active in the area of performance and reliability evaluation.

Computer Architecture

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Publisher : Springer Science & Business Media
ISBN 13 : 3662042673
Total Pages : 560 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Computer Architecture by : Silvia M. Mueller

Download or read book Computer Architecture written by Silvia M. Mueller and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardware correctness is becoming ever more important in the design of computer systems. The authors introduce a powerful new approach to the design and analysis of modern computer architectures, based on mathematically well-founded formal methods which allows for rigorous correctness proofs, accurate hardware costs determination, and performance evaluation. This book develops, at the gate level, the complete design of a pipelined RISC processor with a fully IEEE-compliant floating-point unit. In contrast to other design approaches, the design presented here is modular, clean and complete.

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems

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

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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.

Computer Performance Evaluation and Benchmarking

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Publisher : Springer Science & Business Media
ISBN 13 : 3540937986
Total Pages : 153 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Computer Performance Evaluation and Benchmarking by : David Kaeli

Download or read book Computer Performance Evaluation and Benchmarking written by David Kaeli and published by Springer Science & Business Media. This book was released on 2009-01-12 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the SPEC Benchmark Workshop 2009 held in Austin, Texas, USA on January 25th, 2009. The 9 papers presented were carefully selected and reviewed for inclusion in the book. The result is a collection of high-quality papers discussing current issues in the area of benchmarking research and technology. The topics covered are: benchmark suites, CPU benchmarking, power/thermal benchmarking, and modeling and sampling techniques.