Paulo Romero Martins Maciel's Books

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Reliability, Availability Modeling, Measuring, and Data Analysis

By: Paulo Romero Martins Maciel

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Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Reliability, Availability Modeling, Measuring, and Data Analysis

By: Paulo Romero Martins Maciel

Covers performance, reliability, and availability evaluation for computing systems, although the methods may also be applied to other systems Provides a resource for computer performance professionals to support planning, design, configuring, and tuning the performance, reliability, and availability of computing systems Volume 2 includes coverage of reliability and availability modeling and measuring and data analysis

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748

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CRC Press

Published Date

ISBN 10

1000643328

ISBN 13

9781000643329

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance and Background

By: Paulo Romero Martins Maciel

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Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance and Background

By: Paulo Romero Martins Maciel

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. Volume I is composed of the first two parts, besides Chapter 1. Part I gives the knowledge required for the subsequent parts of the text. This part includes six chapters. It covers an introduction to probability, descriptive statistics and exploratory data analysis, random variables, moments, covariance, some helpful discrete and continuous random variables, Taylor series, inference methods, distribution fitting, regression, interpolation, data scaling, distance measures, and some clustering methods. Part II presents methods for performance evaluation modeling, such as operational analysis, Discrete-Time Markov Chains (DTMC), and Continuous Time Markov Chains (CTMC), Markovian queues, Stochastic Petri nets (SPN), and discrete event simulation.

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Page Count

3068

Publisher

CRC Press

Published Date

ISBN 10

1000643379

ISBN 13

9781000643374

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Reliability, Availability Modeling, Measuring, and Data Analysis

By: Paulo Romero Martins Maciel

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Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Reliability, Availability Modeling, Measuring, and Data Analysis

By: Paulo Romero Martins Maciel

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. Volume II is composed of the last two parts. Part III examines reliability and availability modeling by covering a set of fundamental notions, definitions, redundancy procedures, and modeling methods such as Reliability Block Diagrams (RBD) and Fault Trees (FT) with the respective evaluation methods, adopts Markov chains, Stochastic Petri nets and even hierarchical and heterogeneous modeling to represent more complex systems. Part IV discusses performance measurements and reliability data analysis. It first depicts some basic measuring mechanisms applied in computer systems, then discusses workload generation. After, we examine failure monitoring and fault injection, and finally, we discuss a set of techniques for reliability and maintainability data analysis.

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Page Count

2159

Publisher

CRC Press

Published Date

ISBN 10

1000643360

ISBN 13

9781000643367

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance and Background

By: Paulo Romero Martins Maciel

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Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance and Background

By: Paulo Romero Martins Maciel

Covers performance, reliability, and availability evaluation for computing systems, although the methods may also be applied to other systems Provides a resource for computer performance professionals to support planning, design, configuring, and tuning the performance, reliability, and availability of computing systems Volume 1 includes coverage of fundamental concepts and performance modeling.

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Page Count

841

Publisher

CRC Press

Published Date

ISBN 10

1000643336

ISBN 13

9781000643336

Book's by Paulo Romero Martins Maciel

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume 2

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I

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