Research Interests
- Communication networks
- Mathematical modeling of traffic and performance (stochastic models): long-range dependent and multifractal models, queueing theory, network protocols modeling
- Data analysis: long-range dependence parameter estimation (wavelet methods), multifractal spectrum estimation
- Measurement: traffic characterization, statistical inference of characteristics under sampling
- Experimental aspects: metrology testbed, buffer monitoring, experimental performance evaluation
- Probability and statistics
- Large deviations for mixing processes
- Heavy-tails, correlations and long-range dependent processes
- Maximum likelihood estimation and EM Algorithm
- Analysis and modeling of hear-beat rate variability
- Multi-scale analysis of the variability, large-devation spectrum estimation
- Dynamical systems / control theory: modeling of the baroreflex system, impact on the RR variability
- Game theory and network economics
- Queueing networks
- Stability of multiclass networks
- Resource allocation
Collaborators