33 citations · 74 across the 6 of their papers we have counts for
5 papers · 1 filter
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…
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…