Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks
, in Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC), 31-3 September 2020, virtual event.
Multi-Task Learning at the Mobile Edge: an Effective Way to Combine Traffic Classification and Prediction
, in IEEE Transactions on Vehicular Technology, vol. 69, no. 9, pp. 10362-10374, Sept. 2020, doi: 10.1109/TVT.2020.3005724.
A Softwarized Service Infrastructure for the Dynamic Orchestration of IT Resources in 5G Deployments
, in Proceedings of IEEE Workshop on SDN-NFV Challenges and Solutions, in conjunction with ICTON 2020, 19-23 July 2020, virtual event.
Understanding the City Behaviour through Data Analysis: A Case Study of Barcelona
, in Proceedings of 15th Iberian Conference on Information Systems and Technologies (CISTI 2020), 24-27 June 2020, virtual event.
Reinforcement Learning for Delay-Constrained Energy-Aware Small Cells with Multi-Sleeping Control
, in Proceedings of IEEE International Conference on Communications (IEEE ICC 2020),7-11 June 2020, virtual event.
Traffic Control for Energy Harvesting Virtual Small Cells via Reinforcement Learning
, PhD Thesis Dissertation, Universitat Politècnica de Catalunya, July 2020.
Automating Vertical Services Deployments over the 5GT Platform
, IEEE Communications Magazine, Telecom Software, Network Virtualization, and Software Defined Networks series, July 2020.
Wake-up Scheduling for Energy-Efficient Mobile Devices
, IEEE Transactions on Wireless Communications, Vol. 19, No. 9, pp. 6020-6036, Sept. 2020.
Recent Advances in Intent-Based Networking: A Survey
, in Proceedings of 91st IEEE Vehicular Technology Conference-Spring, 25-31 July 2020, virtual event.
Data Analytics for Mobile Traffic in 5G Networks using Machine Learning Techniques
, PhD Thesis Dissertation, Universitat Politècnica de Catalunya, June 2020.