Simulation - Modeling and Performance Analysis with Discrete-Event Simulation




Type

Lecture V2/Ü1

Time/Room

Friday, 10:00 - 11:30h, 5052

First Lecture

Friday, 20.04.2007

Instructors

Dr. Mesut Günes, Prof. Dr. Otto Spaniol

Exercise Ü1

Time/Room

Wednesday, 15:30 - 17:00, AH V, Fortnightly

First exercise

09.05.2007

Information to CSE II

This course constitutes the first part of Communication Systems Engineering II given by Prof. Wehrle


Announcements

  • On Friday, 29.06.07, there will be no class. The next class will be on Wednesday, 04.07.07 in AH 5.

Contents

This course gives an introduction to simulation techniques. The focus of the course will be on discrete event simulation. Simulation is widely used to evaluate systems in generally and computer communication networks in particular. In this course we will emphasize the simulation of communicaton networks. Some topics of the course are:

  • Model design
  • Preparation of simulation experiments
  • Input modeling
  • Random numbers and random variates
  • Evaluation of simulation results
  • Implementation of a discrete event simulator

Slides

The slides for the course will successively available here.

  • 00 Organizational pdf, zip
  • 01 Introduction to Simulation pdf, zip
  • 02 Simulation Examples pdf, zip
  • 03 General Principles pdf, zip
  • 04 Introduction to Network Simulators pdf, zip
  • 05 Statistical Models in Simulation pdf, zip
  • 06 Random-Number Generation pdf, zip
  • 07 Random-Variate Generation pdf, zip
  • 08 Queueing Models pdf, zip
  • 09 Input Modeling pdf, zip(Updated)
  • 10 Verification and Validation of Simulation Models pdf, zip
  • 11 Output Analysis for a Single Model pdf, zip

Exercises

Listings

  • Chapter 3: Simple M/M/1 simulation (Grocery example) Sim.java
  • Chapter 3: Object-oriented Simulation Framework in Java oosf.zip

Literature/References

  • Jerry Banks, John S. Carson II, Barry L. Nelson, David M. Nicol: Discrete-Event System Simulation, Fourth Edition, Prentice Hall, 2005.
  • Averill M. Law, W. David Kelton: Simulation Modeling and Analysis, Third Edition, McGrawHill, 2000.
  • Otto Spaniol, Simon Hoff: Ereignisorientierte Simulation - Konzepte und Systemrealisierung, International Thomson Publishing, 1995.
  • Website of OMNeT++, Documentation of OMNeT++ Simulator, API, Models etc.

 


For further questions: Dr. Mesut Günes


Updated: 03.07.2007