Buffer sizing, majorization, QoS routing, finite buffer queue vs. infinite buffer queue and performance; Control theoretic framework for modeling of .. Read more TCP and AQM schemes; Discrete mathematics to model buffer occupancy at queues of a network (given workloads); Game theoretic modeling of AQMs (mathematics to model selfish traffic); Fairness models (proportional fairness, max-min fairness, low state global fairness); Optimization framework for congestion control, fairness and utility maximization; Modeling and simulation of large network scenarios using queuing theory. Capacity of wireless networks; Potential based routing; Algebraic techniques to mine patterns from wireless networks; QoS/QoE translation; Wireless ad hoc / mesh networks: MAC protocols, routing, congestion control, P2P CDNs on wireless meshes. Mathematics for clustering massive data streams; Randomized algorithms etc and impossibility results; Dimension reduction in metric spaces; Tensor and multidimensional algebraic techniques; Non linear dimension reduction; Optimal collector positioning; Data fusion and correlation algorithms.
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