CS620 : Modelling and Simulation

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Course Info

Course Category

Bioinformatics

Course Level

Undergraduate

Credit Hours

3

Pre-requisites

N/A

Instructor

Prof. Dr. Muaz Naizi
PhD
COMSATS University Islamabad

Course Contents

Introduction to modeling and evaluation, bench marking, performance evaluation of high parallel systems architecture, measurement techniques, hardware monitoring, software monitoring, hybrid monitoring, fundamentals of queuing models, structure and performance parameters, operational analysis of queuing models, general features of queuing models, birth and death processes, m/m/i and m/g/1 systems, dependability modeling, analysis of reliable, available and high assurance systems, fault-tolerant techniques, software reliability modeling, adaptive modeling, agent based modeling, Types of simulations, applications of simulations Suggested Readings/ Books 1. Book Title: INTRODUCTION TO MODELING AND SIMULATION Author: W. A. Menner Edition: 1995 URL: https://www.jhuapl.edu/Content/techdigest/pdf/V16-N01/16-01-Menner.pdf 2. Book Title: System Design, Modeling, and Simulation Editor: Claudius Ptolemaeu ISBN: 978-1-304-42106-7 Edition: 2014 URL: https://ptolemy.berkeley.edu/books/Systems/PtolemyII_DigitalV1_02.pdf