Sergio Fortes

Centro Tecnolóxico de Telecomunicacións de Galicia — Spain

Engineering · Physical Sciences

18h-index875citations118works1.32yr avg
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Research Topics

Advanced MIMO Systems Optimization(25), IoT and Edge/Fog Computing(17), Image and Video Quality Assessment(17), Wireless Networks and Protocols(15), Telecommunications and Broadcasting Technologies(15)

Publications118 total

Reinforcement Learning for Channel Allocation: Digital Twin-Based Optimization in Real Large-Scale Wi-Fi Networks
2025Open Access
Towards KQI/ML-based management: Service-based network slice configuration for next-generation networks
2025Open Access
Energy-Aware CPU Orchestration in O-RAN: A dApp-Driven Lightweight Approach
arXiv (Cornell University)·2025Open Access
Efficient Resource Allocation for NextG O-RAN VNFs Based on Systematic Characterization
2025Open Access
Algorithms for Load Balancing in Next-Generation Mobile Networks: A Systematic Literature Review
Future Internet·2025Open Access
Digital Twin-Based in Next-Generation Wi-Fi Networks: Survey and Future Challenges
2025· 1 cited
Quantum-based Intelligence for Cellular Network Management: Use Cases, Challenges, and O-RAN Integration
2025Open Access
LLM-Powered SQL Data Retrieval Assistant for IoT Networks: Addressing Ambiguity in User Queries
2025Open Access
KPI Synthetic Estimation for Handling Missing Metrics and Updating Cellular Datasets
2025Open Access
Deployment of a Testbed for Validation of TSN Networks in Avionics
Aerospace·2025· 1 citedOpen Access
AI-Driven Optimization of Virtual Network Function Allocation in 6G Non-Terrestrial Networks
2025Open Access
Energy-Aware Cpu Orchestration in O-Ran: A Dapp-Driven Lightweight Approach
SSRN Electronic Journal·2025Open Access
6G DevOps: Facilitating AI and Yielding Systematic Insights in 6G Evolution
IEEE Access·2025· 1 citedOpen Access
A System for Automatic, Quantitative and Visual Labeling for Failure Management in Cellular Network Data Clusters
IEEE Open Journal of the Communications Society·2025Open Access
Towards KQI/ML-based management: Optimizing radio resource allocation for next-generation networks
2024· 1 citedOpen Access
Location-Aware Smart Network Management in Advanced Networks: Design and Applied Proof of Concept
IEEE Network·2024
Beam Switching in mmWave 5G: Evaluation in a Realistic Industrial Scenario
2024· 1 citedOpen Access
Series Editorial: Internet of Things
IEEE Communications Magazine·2024· 2 cited
A Scoring Framework for the Unsupervised Identification of the Relevance of Metrics in Cell Degradation Clusters
IEEE Communications Letters·2024· 3 cited
ML-powered KQI estimation for XR services. A case study on 360-video
2024· 2 citedOpen Access
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Frequent Co-authors

Raquel Barco(44), Eduardo Baena(18), A. Aguilar-Garcia(11), Carlos Baena(11), O. S. Peñaherrera-Pulla(6), Javier Villegas(6), Pablo Muñoz(4), Juan Cantizani-Estepa(4), Elizabeth Colin(4), David Palacios(3), Alfonso Fernandez-Durán(3), Aaron Garrido(3), Carlos Alberto Henao Baena(3), Jose Antonio Fernandez-Luque(2), Inmaculada Serrano(2), Lourdes Camacho(2), Vicente Escaño(2), Antonio Tarrías(2), Francisco Muro(2), Sebastian Bro Damsgaard(2)