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OverviewComputer 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. Full Product DetailsAuthor: Lizy Kurian John (The University of Texas at Austin, USA) , Lieven EeckhoutPublisher: Taylor & Francis Ltd Imprint: CRC Press Weight: 0.430kg ISBN: 9780367392161ISBN 10: 036739216 Pages: 304 Publication Date: 19 September 2019 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: In Print  This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsIntroduction and Overview. Performance Modeling and Measurement Techniques. Benchmarks. Aggregating Performance Metrics Over a Benchmark Suite. Statistical Techniques for Computer Performance Analysis. Statistical Sampling for Processor and Cache Simulation. SimPoint: Picking Representative Samples to Guide Simulation. Statistical Simulation. Benchmark Selection. Introduction to Analytical Models. Performance Monitoring Hardware and the Pentium 4 Processor. Performance Monitoring on the POWER5™ Microprocessor. Performance Monitoring in the itanium® Processor Family. Index.ReviewsAuthor InformationLizy Kurian John, Lieven Eeckhout Tab Content 6Author Website:Countries AvailableAll regions |
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