IMDEA Networks
User Publications
An Urban Geography of Mobile Application Usage: Connecting Demand Dynamics and Urban Fabrics
Sachit Mishra, Diego Madariaga, Cezary Ziemlicki, Diala Naboulsi, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
Demonstrating Deep Learning-based Spatial Diffusion (Demo)
Orlando E. Martínez-Durive, Stefanos Sotirios Bakirtzis, Cezary Ziemlicki, Marco Fiore
IEEE Conference on Computer Communications Workshops. London, United Kingdom. May 2025
DUNE: Distributed Inference in the User Plane
Beyza Bütün, David De Andrés Hernández, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SYMBXRL (Demo)
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
Demonstrating Distributed Inference in the User Plane with DUNE (Demo)
Beyza Bütün, David De Andrés Hernández, Jose Aguilar, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. May 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. Volume 35 , Wiley. January 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI (Accepted for publication)
Serly Moghadas Gholian, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. January 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. December 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. Volume 254 , Elsevier. ISSN: 13891286. December 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.. November 2024
Characterizing, Modeling and Exploiting the Mobile Demand Footprint of Large Public Protests
André Felipe Zanella, Diego Madariaga, Sachit Mishra, Orlando E. Martínez-Durive, Zbigniew Smoreda, Marco Fiore
Internet Measurement Conference. Madrid, Spain. November 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. November 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. October 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
IEEE International Conference on Sensing, Communication and Networking. Phoenix, AZ, United States. October 2024
Examining 5G Adoption: Effects on Network Traffic and Mobile Service Usage (Poster)
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Ziemlicki Cezary, Marco Fiore
NetMob 2024. Washington, D.C., USA. October 2024
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
10.1145/3636534.3649381. ACM International Conference on Mobile Computing and Networking. Washington, D.C., USA. October 2024
Uncovering Latent Patterns in Service-Level Spatiotemporal Mobile Traffic
Orlando E. Martínez-Durive, Diego Madariaga, Prashant K. Ray, Daniel A. Amaro-Ramos, Marco Fiore
ACM SIGSPATIAL International Workshop on Geo-Privacy and Data Utility for Smart Societies. Atlanta, GA, USA. September 2024
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks
Gabriel O. Ferreira, André Felipe Zanella, Stefanos Bakirtzis, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Ian Wassell, Jie Zhang, Marco Fiore
IEEE Journal on Selected Areas in Communications. Volume Special Issue on Advanced Optimization Theory and Algorithms for Next Generation Wireless Communication Networks , IEEE. July 2024
Ultra-Low Latency User-Plane Cyberattack Detection in SDN-based Smart Grids
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
ACM International Conference on Future and Sustainable Energy Systems. Singapore, Singapore. June 2024
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