TLT-2707 NETWORK SIMULATION TECHNIQUES, 3-6 cr
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Courses persons responsible
Evgeny Kucheryavy
Lecturers
Dmitri Moltchanov
Implementations
Person responsible: |
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Period 1 | Period 2 | Period 3 | Period 4 | Period 5 | Summer | |
Lecture | 2 h/week | 2 h/week | - | - | - | - |
Assignment | - | 2 h/week | - | - | - | - |
Exam |
Objectives
To get familiar with similations of networks. This course is devoted to those interested in theoretical and practical aspects of simulation of telecommunications networks and systems for network performance evaluation, optimization and control. The course is divided into two parts. In the first part the knowledge of probability, statistics and stochastic processes required to understand the content of the course is given. In the second part we consider basic principles of discrete event simulation and put a major attention on setup of simulations, collection and analysis of output results. Well-known network simulation packages, including ns2 and OPNET, are also considered. The attention is also paid to simulation of Markov chains that is of major importance in analysis of computer networks and systems.
Content
Content | Core content | Complementary knowledge | Specialist knowledge |
1. | Probability refresher
- Introduction - Probability theory - Stochastic processes - Statistics |
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2. | Network simulation
- Introduction to simulations - Random numbers generators and associated tests - Collection of data and analysis of results - Variance reduction techniques - Discrete-event simulations - Design of discrete-event simulations - Network simulation packages: ns2 and OPNET - Special topics in simulations |
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Requirements for completing the course
Pass of examination.
Evaluation criteria for the course
Prerequisites
Code | Course | Credits | M/R |
TLT-2106 | TLT-2106 Basic Course on Networking | 5 | Recommendable |
Prequisite relations (Sign up to TUT Intranet required)
Remarks
Scaling
Methods of instruction | Hours |
Lectures | 48 |
Assignments | 12 |
Total sum | 60 |
Correspondence of content
TLT-2706 Traffic Modeling and Network Simulation Techniques
Last modified | 16.08.2007 |
Modified by | Dmitri Moltchanov |