33 citations · 81 across the 10 of their papers we have counts for
11 papers
DRL-driven RAN Slicing Management: A V2X-oriented Approach In Multi-service Scenarios
Daniel E. Garcia-Fernandez, Pablo Vera-Soto, Sergio Fortes +6
The integration of Vehicle-to-Everything (V2X) communications is driving a profound transformation in vehicular connectivity, expected to significantly enhance traffic efficiency a…
A DRL-Driven Optimization of RAN Slice Resource Partitioning for V2X SLA Compliance in 5G Networks
M. Martínez, I. de-la-Bandera, D. E. García +6
Vehicle-to-Everything (V2X) communications impose very demanding requirements in terms of latency and reliability, which must be met in scenarios where multiple services with diver…
Data-Driven Adaptive Resource Allocation for Reliable Low-Latency Uplink Communications in Rural Cellular 5G Multi-Connectivity
Carlos S. Alvarez-Merino, Alejandro Ramirez-Arroyo, Rasmus Suhr Mogensen +6
Reliable low-latency communication is a key requirement for mission-critical and mobile autonomous systems, including teleoperation, autonomous navigation, and real-time uplink-dom…
Studying the Role of Synthetic Data for Machine Learning-based Wireless Networks Traffic Forecasting
José Pulido, Francesc Wilhelmi, Sergio Fortes +3
Synthetic data generation is an appealing tool for augmenting and enriching datasets, playing a crucial role in advancing artificial intelligence (AI) and machine learning (ML). No…
Quantum-based QoE Optimization in Advanced Cellular Networks: Integration and Cloud Gaming Use Case
Fatma Chaouech, Javier Villegas, António Pereira +8
This work explores the integration of Quantum Machine Learning (QML) and Quantum-Inspired (QI) techniques for optimizing end-to-end (E2E) network services in telecommunication syst…
Energy-Aware CPU Orchestration in O-RAN: A dApp-Driven Lightweight Approach
Francisco Crespo, Javier Villegas, Carlos Baena +3
The transition toward softwarized Radio Access Networks (RANs), driven by the Open RAN (O-RAN) paradigm, enables flexible, vendor-neutral deployments through disaggregation and vir…
Modeling of Key Quality Indicators for End-to-End Network Management: Preparing for 5G
Ana Herrera-Garcia, Sergio Fortes, Eduardo Baena +3
Thanks to evolving cellular telecommunication networks, providers can deploy a wide range of services. Soon, 5G mobile networks will be available to handle all types of services an…
An event-driven link-level simulator for validation of AFDX and Ethernet avionics networks
Pablo Vera-Soto, Javier Villegas, Sergio Fortes +4
Aircraft are composed of many electronic systems: sensors, displays, navigation equipment and communication elements. These elements require a reliable interconnection, which is a…
Measuring and Estimating Key Quality Indicators in Cloud Gaming services
Carlos Baena, O. S. Peñaherrera-Pulla, Raquel Barco +1
User equipment is one of the main bottlenecks facing the gaming industry nowadays. The extremely realistic games which are currently available trigger high computational requiremen…
ML-powered KQI estimation for XR services. A case study on 360-Video
O. S. Peñaherrera-Pulla, Carlos Baena, Sergio Fortes +1
The arise of cutting-edge technologies and services such as XR promise to change the concepts of how day-to-day things are done. At the same time, the appearance of modern and dece…
Estimation of Video Streaming KQIs for Radio Access Negotiation in Network Slicing Scenarios
Carlos Baena, Sergio Fortes, Eduardo Baena +1
The use of multimedia content has hugely increased in recent times, becoming one of the most important services for the users of mobile networks. Consequently, network operators st…