IMDEA Networks
User Publications
A First Look at Operational RAN Updates and Their Impact on Carrier Traffic Demands and Prediction
Antonio Boiano, Nadezda Chukhno, Zbigniew Smoreda, Alessandro Enrico Cesare Redondi, Marco Fiore
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
A Longitudinal Study of 5G NSA/SA Infrastructure and User Adoption from an MNO Perspective
Antonio Boiano, Maximo Pirri, Diego Madariaga, Nadezda Chukhno, Cezary Ziemlicki, Zbigniew Smoreda, Alessandro Enrico Cesare Redondi, Marco Fiore
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
SIA: Symbolic Interpretability for Anticipatory Deep Reinforcement Learning in Network Control
Mohammaderfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati, Salvatore D'oro, Michele Polese, Marco Fiore, Tommaso Melodia
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
On the Sub-Terahertz 6G+ Cellular System Requirements for Near-Field Operation (Poster)
Olga Chukhno, Andrea Bedin, Nadezda Chukhno, Antonella Molinaro, Marco Fiore, Dmitri Moltchanov
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
Interpreting Anticipatory Deep Reinforcement Learning for Proactive Mobile Network Control (Poster)
Mohammaderfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati, Salvatore D’oro, Michele Polese, Marco Fiore
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
k-scale: k-Anonymizing Millions of Trajectories
Abhishek Kumar Mishra, Marco Fiore
IEEE International Conference on Computer Communications. Tokyo, Japan. May 2026
Modeling Base Station Metadata Geolocation (Poster)
Orlando E. Martínez-Durive, Stefanos Bakirtzis, Cezary Ziemlicki, Marco Fiore
Netmob 25. Paris, France. October 2025
Poster: Is 5G a Hit? A Look into 5G Adoption in France (Poster)
Antonio Boiano, Maximo Pirri, Diego Madariaga, Nadezda Chukhno, Cezary Ziemlicki, Zbigniew Smoreda, Alessandro E. C. Redondi, Marco Fiore
Internet Measurement Conference. Madison, Wisconsin, USA. October 2025
The Anatomy of Olympic Games: a Mobile Traffic Demand Perspective
Maximo Pirri, Diego Madariaga, Zbigniew Smoreda, Marco Fiore
Internet Measurement Conference. Madison, Wisconsin, USA. October 2025
Pallas: A Data-Plane-Only Approach to Accurate Persistent Flow Detection on Programmable Switches in High-Speed Networks
Weihe Li, Beyza Bütün, Tianyue Chu, Marco Fiore, Paul Patras
IEEE International Conference on Network Protocols. Seoul, South Korea. September 2025
Rethinking Network Architecture: Enabling Service-Based Design Beyond 5G
Simone Bizzarri, Maurizio Fodrini, Ginés García-Avilés, Francesco Spinelli, Marco Fiore, Marco Gramaglia
IEEE Conference on Standards for Communications and Networking. Bologna, Italy. September 2025
Empowering Wireless Network Applications with Deep Learning-based Radio Propagation Models
Stefanos Bakirtzis, Yapar Çağkan, Marco Fiore, Jie Zhang, Ian Wassell
IEEE Wireless Communications. 10.1109/MWC.012.2400336. Volume 32 , IEEE. ISSN: 1558-0687. August 2025
6G Standardization Potential of the ORIGAMI Novel Architectures and Use Cases
Livia Elena Chatzieleftheriou, David De Andrés Hernández, Simone Bizzarri, Marco Fiore, Maurizio Fodrini, Andres Garcia-Saavedra, Marco Gramaglia, Esteban Municio, Dimitris Tsolkas
EuCNC & 6G Summit 2025. Poznan, Poland. June 2025
Quantum Computing in the RAN with Qu4Fec: Closing Gaps Towards Quantum-based FEC Processors
Nikolaos Apostolakis, Marta Sierra-Obea, Marco Gramaglia, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Measurement and Modeling of Computer Systems. Stony Brook, NY, USA. June 2025
Practical and General-Purpose Flow-Level Inference with Random Forests in Programmable Switches
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE/ACM Transactions on Networking. 10.1109/TON.2025.3564465. May 2025
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
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