IMDEA Networks
Publications
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
Serly Moghadas, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. Enero 2025
User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks
Aristide Tanyi Jong Akem
ACM SIGMETRICS Performance Evaluation Review. 10.1145/3712170.3712177. Volumen 52 , ACM. Enero 2025
Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning
Aristide Tanyi Jong Akem, Guillaume Fraysse, Marco Fiore
International Journal of Network Management. 10.1002/nem.2320. Volumen 35 , Wiley. Enero 2025
An Evaluation of RAN Sustainability Strategies in Production Networks
Orlando E. Martínez-Durive, José Suárez-Varela, Jesús Omaña Iglesias, Andra Lutu, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. Diciembre 2024
Designing the Network Intelligence Stratum for 6G Networks
Paola Soto, Miguel Camelo, Ginés García-Avilés, Esteban Municio, Marco Gramaglia, Evangelos Kosmatos, Nina Slamnik-Kriještorac, Danny De Vleeschauwer, Antonio Bazco-Nogueras, Lidia Fuentes, Joaquin Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore
Computer Networks. 10.1016/j.comnet.2024.110780. Volumen 254 , Elsevier. ISSN: 13891286. Diciembre 2024
CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing (Demo)
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
ACM International Conference on Mobile Computing and Networking. Washington D.C., USA.. Noviembre 2024
Characterizing, Modeling and Exploiting the Mobile Demand Footprint of Large Public Protests
André Zanella, Diego Madariaga, Sachit Mishra, Orlando E. Martínez-Durive, Zbigniew Smoreda, Marco Fiore
Internet Measurement Conference. Madrid, Spain. Noviembre 2024
Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Communications Magazine. IEEE. ISSN: 1558-1896. Noviembre 2024
Towards Real-Time Intrusion Detection in P4-Programmable 5G User Plane Functions
Aristide Tanyi Jong Akem, Marco Fiore
International Conference on Network Protocols. Charleroi, Belgium. Octubre 2024
DeepMEND: Reliable and Scalable Network Metadata Geolocation from Base Station Positions
Orlando E. Martínez-Durive, Stefanos Bakirtzis, Cezary Ziemlicki, Jie Zhang, Ian James Wassell, Marco Fiore
10.1109/SECON64284.2024.10934920. IEEE International Conference on Sensing, Communication and Networking. Phoenix, AZ, United States. Octubre 2024
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