Paulo Romero Martins Maciel

Performance, Reliability, and Availability Evaluation of Computational Systems, Volume I (eBook, PDF)

Performance and Background

• Format: PDF

Produktbeschreibung

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".

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 840
• Erscheinungstermin: 6. April 2023
• Englisch
• ISBN-13: 9781000643336
• Artikelnr.: 67442570

Autorenporträt

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

Inhaltsangabe

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