Computer Architecture Performance Evaluation Methods
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Computer Architecture Performance Evaluation Methods
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Author : Lieven Eeckhout
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Computer Architecture Performance Evaluation Methods written by Lieven Eeckhout and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Technology & Engineering categories.
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
Synthesis Lectures On Computer Architecture Computer Architecture Performance Evaluation Methods
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Author : Lieven Eeckhout
language : en
Publisher:
Release Date :
Synthesis Lectures On Computer Architecture Computer Architecture Performance Evaluation Methods written by Lieven Eeckhout and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Computer Performance Evaluation
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Author : Ramon Puigjaner
language : en
Publisher: Springer
Release Date : 2003-06-26
Computer Performance Evaluation written by Ramon Puigjaner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-26 with Computers categories.
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.
Computer Performance Measurement And Evaluation Methods
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Author : Liba Svobodova
language : en
Publisher: Elsevier Publishing Company
Release Date : 1976
Computer Performance Measurement And Evaluation Methods written by Liba Svobodova and has been published by Elsevier Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Computers categories.
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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Author : Lizy Kurian John
language : en
Publisher: CRC Press
Release Date : 2018-10-03
Performance Evaluation And Benchmarking written by Lizy Kurian John and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Computers categories.
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.
Multi Configuration Simulation Algorithms For The Evaluation Of Computer Architecture Designs
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Author : Rabin Andrew Sugumar
language : en
Publisher:
Release Date : 1993
Multi Configuration Simulation Algorithms For The Evaluation Of Computer Architecture Designs written by Rabin Andrew Sugumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computer-aided design categories.
Abstract: "In computer architecture design, a number of candidate design are simulated on representative workloads, and the most satisfactory design in terms of cost and performance is chosen. This simulation process is time-consuming, especially memory hierarchy simulation, and is a bottleneck in architectural design. In this thesis the multi-configuration simulation approach is adopted for speeding up the simulation process. This approach is based on the observation that the behavior of adjacent design configurations is largely similar, and that the similarity may be exploited to reduce simulation work; significant reductions in simulation time are obtained by a synergistic simulation of many design configurations. A suite of multi-configuration simulation algorithms is developed for memory hierarchy simulation. The suite includes 1. An algorithm for set-associative cache simulation based on a new data structure (the generalized binomial tree) which runs about two times faster than earlier algorithms. 2. An algorithm for direct mapped cache simulation based on a novel tag inclusion property which also gives a factor of two improvement over an earlier algorithm. 3. An innovative limited lookahead algorithm with stack repair for simulating the OPT replacement strategy in caches. 4. Novel multi-configuration simulation algorithms for write-buffers. A simulation package, Cheetah, based on these algorithms has been developed and used in the following modeling and optimization studies. First, a new model, the OPT model, is introduced for classifying cache misses. Unlike earlier models, the OPT model accounts for misses resulting from sub-optimal replacement policies used in practical caches. Experimental characterizations based on the OPT model of the cache misses occurring in the SPEC benchmarks are then presented. The results demonstrate that the replacement policy contributes to a significant fraction of cache misses. Second, the hit-miss and reuse behavior of individual load/store instructions of the SPEC benchmarks are profiled. The profiles show that a small number of instructions contribute to a large percentage of the misses. By scheduling the instructions that miss to hide latency, a factor of three improvement is demonstrated for loop-dominated code. By partially controlling cache replacement using the profile information on data reuse up to a 20% reduction in miss ratio is demonstrated."
Proceedings May 25 27 1988 Hitachi Research Laboratory Hitachi Ltd Hitachi City Japan
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Author : Institute of Electrical and Electronics Engineers. Workshop on Artificial Intelligence for Industrial Applications
language : en
Publisher:
Release Date : 1988
Proceedings May 25 27 1988 Hitachi Research Laboratory Hitachi Ltd Hitachi City Japan written by Institute of Electrical and Electronics Engineers. Workshop on Artificial Intelligence for Industrial Applications and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Artificial intelligence categories.
Modeling Techniques And Tools For Computer Performance Evaluation
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Author : Ramon Puigjaner
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Modeling Techniques And Tools For Computer Performance Evaluation written by Ramon Puigjaner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management
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Author :
language : en
Publisher:
Release Date : 1983
Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computer architecture categories.
Proceedings Of The International Workshop On Artificial Intelligence For Industrial Applications
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Author :
language : en
Publisher:
Release Date : 1988
Proceedings Of The International Workshop On Artificial Intelligence For Industrial Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Artificial intelligence categories.