Performance, Reliability, Availability Evaluation of Computational - Performance and Background

This textbook intends to be a comprehensive and substantially self-contained two-volume book covering performance, reliability, and availability evaluation subjects. The first volume covers Chapter 1 to Chapter 14, whose subtitle is ``Performance Modeling and Background".

List 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

About the author

Paulo Romero Martins Maciel is Full Professor at Centro de Informática da Universidade Federal de Pernambuco (UFPE), Brazil

Summary

This textbook intends to be a comprehensive and substantially self-contained two-volume book covering performance, reliability, and availability evaluation subjects. The first volume covers Chapter 1 to Chapter 14, whose subtitle is ``Performance Modeling and Background".

Product details

• Authors: Paulo Romero Martins Maciel
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 27.12.2022
• EAN: 9781032295374
• ISBN: 978-1-0-3229537-4
• No. of pages: 840
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Miscellaneous; COMPUTERS / Computer Science, COMPUTERS / Computer Simulation, COMPUTERS / Programming / Games, Mathematics, computer science, COMPUTERS / Computer Engineering, Maths for engineers, COMPUTERS / Data Science / Data Modeling & Design