Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: a Machine Learning Approach
, IEEE Transactions on Green Communications and Networking, September 2020.
On the Integration of AI/ML-based scaling operations in the 5Growth platform
, in Proceedings of the 6th IEEE Conference on Network Functions Virtualization and Software Defined Networking (IEEE NFV-SDN 2020), 9-12 November 2020, virtual event.
Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells
, IEEE Transactions on Sustainable Computing, September 2020.
Demo: Scaling Composite NFV-Network Services
, in Proceedings of the 21st ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (Mobihoc '20), 11-14 October 2020, Boston, MA, USA
On the Distribution Modeling of Heavy-Tailed Disk Failure Lifetime in Big Data Centers
, IEEE Transacations on Reliability ( Early Access ), pp. 1-18, July 2020.
Integrating Fronthaul and Backhaul Networks: Transport Challenges and Feasibility Results
, IEEE Transactions on Mobile Computing (early access), July 2020.
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
, IEEE Transactions on Vehicular Technologies , pp. 1-1, July 2020.
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.