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

This textbook is a comprehensive two-volume book covering performance, reliability, and availability evaluation subjects, with the first volume focusing on performance modeling and background and the second volume on reliability and availability modeling, measuring, and workload. It is useful for computer performance professionals and instructors, with possible course programs organized according to the audience's interest and duration.

Format: Hardback
Length: 824 pages
Publication date: 06 April 2023
Publisher: Taylor & Francis Ltd

This textbook is a comprehensive and self-contained two-volume work that delves into the realms of performance, reliability, and availability evaluation. While its primary focus lies in computing systems, the methods presented herein can also be applied to other systems.

Volume I spans Chapters 1 to 14, titled "Performance Modeling and Background." This volume sets the stage by introducing fundamental concepts and methodologies related to performance modeling. It covers topics such as probability, descriptive statistics, exploratory data analysis, random variables, moments, covariance, discrete and continuous random variables, Taylor series, inference methods, distribution fitting, regression, interpolation, data scaling, distance measures, and clustering methods.

Volume II, comprising Chapters 15 to 25, is titled "Reliability and Availability Modeling, Measuring and Workload, and Lifetime Data Analysis." This volume delves deeper into the evaluation of reliability and availability, covering topics such as reliability modeling, availability modeling, workload analysis, and lifetime data analysis. It provides practical insights and techniques for assessing the performance and reliability of computing systems.

This textbook is designed to serve as a valuable resource for computer performance professionals seeking to enhance their understanding of performance, reliability, and availability evaluation. It provides a comprehensive coverage of the relevant topics, accompanied by numerous examples and case studies that illustrate the application of the methodologies discussed. Whether you are a seasoned professional or an aspiring student, this textbook offers valuable insights and practical tools to help you succeed in your endeavors.

Furthermore, the textbook is also suitable for instructors who teach performance, reliability, and availability evaluation subjects. It provides a well-structured curriculum that can be customized to suit the interests and requirements of the audience. With its extensive coverage and comprehensive explanations, this textbook can serve as a valuable teaching aid for both undergraduate and graduate courses in computer science, engineering, and related fields.

In conclusion, this textbook is a must-have for anyone interested in performance, reliability, and availability evaluation. Its comprehensive coverage, practical insights, and engaging writing style make it an invaluable resource for professionals, students, and instructors alike.

Dimension: 280 x 210 (mm)
ISBN-13: 9781032295374