Dynamic Control of Functional Splits for Energy Harvesting Virtual Small Cells: a Distributed Reinforcement Learning Approach
, Elsevier Computer Communications, Vol. 148 , pp. 48-61, December 2019.
On the Impact of Satellite Communications over Mobile Networks: An Experimental Analysis
, IEEE Transactions on Vehicular Technology, August 2019.
A Machine Learning Based Management System for Network Services
, in proceedings of 15th International Conference on Wireless and Mobile Computing, Networking and Communications (IEEE WiMob 2019), 21-23 October 2019, Barcelona (Spain).
Automated deployment and scaling of automotive safety services in 5G-Transformer
, in Proceedings of the 5th IEEE Conference on Network Functions Virtualization and Software Defined Networking (IEEE NFV-SDN 2019), 12-14 November 2019, Dallas, Texas (USA) .
Programmable VCSEL-based Transceivers for Multi-terabit Capacity Networking
, in Proceedings of CLEO 2019, 10-15 May 2019, California (USA).
Spectrum/Space Switching and Multi-Terabit Transmission in Agile Optical Metro Networks
, in Proceedings of 24th OptoElectronics and Communications Conference (OECC/PSC 2019), 7-11 July 2019, Fukuoka (Japan).
Unveiling Radio Resource Utilization Dynamics of Mobile Traffic through Unsupervised Learning
, in Proceedings of Network Traffic Measurement and Analysis Conference (TMA), 19-21 June 2019, Paris (France).
Coordinated Load Control of Renewable Powered Small Base Stations through Layered Learning
, IEEE Transactions on Green Communications and Networking ( Early Access ), September 2019.
Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization
, Wireless Communications and Mobile Computing, Vol. 2019, pp. 17, July 2019.
Synergy of Photonic Technologies and Software-Defined Networking in the Hyperconnectivity Era
, IEEE/OSA Journal of Lightwave Technology, Special issue “Photonic Networks and Devices”, Vol. 37, No. 16, pp. 3902 - 3910, May 2019.