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

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

Performance and Background

Maciel, Paulo Romero Martins

Taylor & Francis Ltd

11/2024

824

Mole

9781032306391

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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
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Computation;Computer Systems;Computer Engineering;Stochastic Petri Nets;Markov Chain;Steady State Probability;Execution Time;Arrival Rate;System Throughput;PN;Steady State Probability Vector;Reachability Graph;Transition Probability Matrix;Service Execution;DTMC;Reachable Marking;State Space Size;Queue System;Lifetime Data Analysis;Inclusion Exclusion Method;Recurrence Time;VM Instance;Initial Marking;Marked Net;Basic Block;Request Arrives;Initial State Probability Vector;Control Flow Instructions