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    Performance, Reliability and Availability Evaluation of Computational Systems

    Performance, Reliability and Availability Evaluation of Computational Systems by Maciel, Paulo Romero Martins;

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    Estimated delivery time: In stock at the publisher, but not at Prospero's office. Delivery time approx. 3-5 weeks.
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    Product details:

    • Edition number 1
    • Publisher CRC Press
    • Date of Publication 20 December 2024

    • ISBN 9781032326061
    • Binding Paperback
    • No. of pages1588 pages
    • Size 234x156 mm
    • Weight 453 g
    • Language English
    • Illustrations 716 Illustrations, black & white; 69 Halftones, black & white; 647 Line drawings, black & white; 330 Tables, black & white
    • 672

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    Short description:

    This textbook intends to be a comprehensive and substantially self-contained two-volume book covering performance, reliability, and availability evaluation subjects. This textbook intends to be a comprehensive and substantially self-contained two-volume book covering performance, reliability, and availability evaluation subjects.

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    Long description:

    This textbook intends to be a comprehensive and substantially self-contained two-volume book covering performance, reliability, and availability evaluation subjects. The volumes focus on computing systems, although the methods may also be applied to other systems. The first volume covers Chapter 1 to Chapter 14, whose subtitle is ``Performance Modeling and Background". The second volume encompasses Chapter 15 to Chapter 25 and has the subtitle ``Reliability and Availability Modeling, Measuring and Workload, and Lifetime Data Analysis".


     


    This text is helpful for computer performance professionals for supporting planning, design, configuring, and tuning the performance, reliability, and availability of computing systems. Such professionals may use these volumes to get acquainted with specific subjects by looking at the particular chapters. Many examples in the textbook on computing systems will help them understand the concepts covered in each chapter. The text may also be helpful for the instructor who teaches performance, reliability, and availability evaluation subjects. Many possible threads could be configured according to the interest of the audience and the duration of the course. Chapter 1 presents a good number of possible courses programs that could be organized using this text.

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    Table of Contents:

    Chapter 1 Introduction


    PART I Fundamental Concepts


    Chapter 2 Introduction to Probability


    Chapter 3 Exploratory Data Analysis


    Chapter 4 Introduction to Random Variables


    Chapter 5 Some Important Random Variables


    Chapter 6 Statistical Inference and Data Fitting


    Chapter 7 Data Scaling, Distances and Clustering


    PART II Performance Modeling


    Chapter 8 Operational Analysis


    Chapter 9 Discrete Time Markov Chain


    Chapter 10 Continuous Time Markov Chain


    Chapter 11 Basic Queueing Models


    Chapter 12 Petri Nets


    Chapter 13 Stochastic Petri Nets


    Chapter 14 Stochastic Simulation


    PART III Reliability and AvailabilityModeling


    Chapter 15 Fundamentals of Dependability


    Chapter 16 Redundancy


    Chapter 17 Reliability Block Diagram


    Chapter 18 Fault Tree


    Chapter 19 CombinatorialModel Analysis


    Chapter 20 Modeling Availability, Reliability and Capacity with CTMC


    Chapter 21 Modeling Availability, Reliability and Capacity with SPN


    PART IV Measuring and Data Analysis


    Chapter 22 PerformanceMeasuring


    Chapter 23 Workload Characterization


    Chapter 24 Life Time Data Analysis


    Chapter 25 Fault Injection and Failure Monitoring


    Appendix A Whetsone


    Appendix B Linpack˙Bench


    Appendix C Livermore Loops


    Appendix D MMP - CTMC Trace Generator

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