ELT-53607 Network Analysis and Dimensioning, 6 cr
Lisätiedot
Suitable for postgraduate studies.
Vastuuhenkilö
Mathieu Devos, Dmitri Moltchanov, Evgeny Kucheryavy
Opetus
| Toteutuskerta | Periodi | Vastuuhenkilö | Suoritusvaatimukset |
| ELT-53607 2016-01 | 1 - 2 |
Mikhail Gerasimenko Evgeny Kucheryavy Dmitri Moltchanov |
- attendance of lectures; - attendance of exercises; - sucessful completion of homeworks; - successful pass of exam. |
Osaamistavoitteet
- sketching theories network analysis is based upon; - understand basic notions and relations of queuing theory; - understand basic principles of modern network simulators; - understand basic techniques and the need for traffic measurements and modeling; - get basic view of useful math techniques.
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 | ||
| 3. | Network simulation: - basics of network simulations - discrete event simulations; - generating random numbers; - data collection methods; - variance reduction techniques | ||
| 4. | Traffic modeling: - the need for traffic modeling; - points and level of interest; - Internet traffic properties and changes; - Models and algorithms | ||
| 5. | Special techniques: - traffic marix and network optimization; - inverse tasks in network analysis. |
Ohjeita opiskelijalle osaamisen tasojen saavuttamiseksi
Course is evaluated based on the following: Examination Exersises Homeworks
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-51107 Computer Networking I | Mandatory |
Vastaavuudet
| Opintojakso | Vastaa opintojaksoa | Selite |
| ELT-53607 Network Analysis and Dimensioning, 6 cr |
ELT-53606 Network Analysis and Dimensioning I, 4-7 cr + ELT-53656 Network Analysis and Dimensioning II, 4-7 cr |