Performance Analysis

This course applies probability theory and the theory of stochastic processes to the design and performance evaluation of complex networks such as man-made networks as telecommunication, computer, electric and transportation networks as well as biological, brain and social networks. The class will cover main theories for stochastic processes: Poisson processes; discrete and continuous Markov processes. Main applications include queuing theory; random walks; information diffusion & epidemic modelling on networks.