[HTML][HTML] A federated learning approach to QoS forecasting in cellular vehicular communications: Approaches and empirical evidence

N Baganal-Krishna, R Lübben, E Liotou, KV Katsaros… - Computer Networks, 2024 - Elsevier
QoS forecasting for cellular vehicular communications allows cooperative, connected and
automated mobility applications to tailor their behavior to the expected communication …

TAILING: Tail Distribution Forecasting of Packet Delays Using Quantile Regression Neural Networks

R Lübben, A Rizk - ICC 2023-IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Major building blocks of communication networks such as flow control and congestion
control rely on fresh estimates of the network state to control data traffic injection into the …