Performance Evaluation and Benchmarking

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  • Performance Evaluation and Benchmarking Book Detail

  • Author : Lizy Kurian John
  • Release Date : 2018-10-03
  • Publisher : CRC Press
  • Genre : Computers
  • Pages : 304
  • ISBN 13 : 1420037420
  • File Size : 2,2 MB

Performance Evaluation and Benchmarking by Lizy Kurian John PDF Summary

Book Description: 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.

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Performance Evaluation and Benchmarking

Performance Evaluation and Benchmarking

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Computer and microprocessor architectures are advancing at an astounding pace. However, increasing demands on performance coupled with a wide variety of special

Performance Evaluation and Benchmarking

Performance Evaluation and Benchmarking

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This book constitutes the reviewed proceedings of the first Conference on Performance Evaluation and Benchmarking, TPCTC 2009, held in Lyon, France, August 24-2

Performance Evaluation and Benchmarking

Performance Evaluation and Benchmarking

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This book constitutes the refereed post-conference proceedings of the 12th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2020, hel