Queueing Theory I.
A tantárgy neve magyarul / Name of the subject in Hungarian: Tömegkiszolgálás I.
Last updated: 2016. december 15.
Electrical Engineering
Software Engineering
PhD course
Dr. Sándor Molnár
Dr. József Bíró
Stochastic processes
Basics of infocommunication networks
Traffic characterization and modeling
Traffic descriptors
Applications of stochastic processes in modeling
Study guides for traffic analysis of measured Internet traffic
Fractal traffic theory
Self-similarity and long-range dependence
Heavy-tailed distributions in the Internet
Fractal traffic models
Traffic management and congestion control
Traffic management methods
Open-loop and closed-loop control
TCP performance models
Statistical inequalities, large deviations and their applications to data science
examples in traffic engineering, risk management and insurance
resource estimation based on analyzing rare events
distribution-free estimations of event frequencies
computational models for large systems Large and complex networks
structural similarities and differences of large complex networks (Internet, airport networks, road network, brain networks, word networks, metabolic networks)
small-world properties, degree distributions and clustering
routing and navigability in large networks
modularity, rich club phenomenon and controllability Case studies, examples, analytical and numerical investigations to be performed by Wolfram Mathematica
Dr. Bíró József