ELT-53608 Network Analysis and Dimensioning, 5 cr
Lisätiedot
This course provided comprehensive introduction to the methods of network analysis and dimensioning.
Suitable for postgraduate studies.
Vastuuhenkilö
Dmitri Moltchanov, Mikko Valkama, Evgeny Kucheryavy
Opetus
| Toteutuskerta | Periodi | Vastuuhenkilö | Suoritusvaatimukset |
| ELT-53608 2019-01 | 1 - 2 |
Roman Kovalchukov Evgeny Kucheryavy Dmitri Moltchanov |
Pass of examination is required. |
Osaamistavoitteet
- basic understanding of theories network analysis is based upon; - basic understanding of useful math techniques involved; - understanding of basic notions and relations of queuing theory; - understanding of basic principles of modern network simulators;
Sisältö
| Sisältö | Ydinsisältö | Täydentävä tietämys | Erityistietämys |
| 1. | Introduction to network analysis: Reminder of probability theory Reminder of stochastic processes Reminder of statistics Reminder of special math techniques | ||
| 2. | Queuing theory: - Arrival and service processes - Little result - Queuing systems of M/M/m/-/- type - M/G/1 and G/M/1 queues | Traffic properties in the Internet Traffic properties in 4G cellular systems | Types of traffic models Parameterization of traffic models |
| 3. | Network simulation: - basics of network simulations - discrete event simulations; - generating random numbers; - data collection methods; - variance reduction techniques | Specifics of simulating wireless systems Simulating complex network typologies | Inverse tasks in network analysis Traffic matrices Network optimization problems |
Ohjeita opiskelijalle osaamisen tasojen saavuttamiseksi
Course is evaluated based on the following: - examination - exercises - homework
Arvosteluasteikko:
Numerical evaluation scale (0-5)
Osasuoritukset:
Oppimateriaali
| Tyyppi | Nimi | Tekijä | ISBN | URL | Lisätiedot | Tenttimateriaali |
| Book | Queuing systems | Kleinrock L. | available in the TUT library | Yes | ||
| Book | H. Perros | Excellent introduction to simulations of computer networks. | No | |||
| Other literature | Queuing theory page | Myron Hlinka | A plenty of useful information that is freely available. | No |
Esitietovaatimukset
| Opintojakso | P/S | Selite |
| ELT-51108 Computer Networking I | Mandatory |
Vastaavuudet
| Opintojakso | Vastaa opintojaksoa | Selite |
| ELT-53608 Network Analysis and Dimensioning, 5 cr | ELT-53607 Network Analysis and Dimensioning, 6 cr |