Description
- Modelling Models of resources, operating strategies and traffic, queueing models
- Traffic Modelling Measurements, analysis of measured data and statistical evaluation, approximations
- Stochastic Point Processes Poisson process, renewal processes and non-renewal processes
- Markovian Queueing Systems M/M/n loss and M/M/n delay system, serial queueing systems, queueing networks with product form solution
- Delay Analysis Little’s theorem, delay distributions
- Analysis of Non-Markovian Queueing Systems Pase method, interrupted and switched Poisson process, Markov-modulated Poisson process, Embedded Markow Chain method, method of moments, supplementary variable method, Lindley’s integral equation
- System Simulation Random number generation and stochastic variable transformations, event-by-event simulation, simulation tools
- Performance Modelling Examples Communication channel, switching systems, control, protocols. Resource dimensioning