IMDEA Networks
User Publications
Characterizing Mobile Service Demands at Indoor Cellular Networks
Stefanos Bakirtzis, André Felipe Zanella, Stefania Rubrichi, Cezary Ziemlicki, Zbigniew Smoreda, Ian Wassell, Jie Zhang, Marco Fiore
Internet Measurement Conference. Montreal, QC, Canada. October 2023
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices
Sergi Alcalá-Marín, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington D.C, USA. October 2023
Full Network Sensing: Architecting 6G beyond Communications
Marco Fiore
IEEE Network. IEEE. September 2023
Adaptative generalisation over a value hierarchy for the k-anonymisation of Origin-Destination matrices
Benoit Matet, Angelo Furno, Marco Fiore, Etienne Côme, Latifa Oukhellou
Transportation Research Part C: Emerging Technologies. Elsevier. September 2023
Fast Detection of Cyberattacks on the Metaverse through User-plane Inference
Beyza Bütün, Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
International Conference on Metaverse Computing, Networking and Applications. Kyoto, Japan. June 2023
Showcasing In-Switch Machine Learning Inference (Demo)
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Network Softwarization. Madrid, Spain. June 2023
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Ginés García, Andra Lutu, Gabriele Baldoni, Marco Fiore
2023 EuCNC & 6G Summit. Gothenburg, Sweden. June 2023
France Through the Lens of Mobile Traffic Data
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
10.23919/TMA58422.2023.10198971. IEEE Network Traffic Measurement and Analysis Conference. Naples, Italy. May 2023
Demonstrating Flow-Level In-Switch Inference (Demo)
Michele Gucciardo, Aristide Tanyi Jong Akem, Beyza Bütün, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
The NetMob23 Dataset: A High-resolution Multi-region Service-level Mobile Data Traffic Cartography
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
Arxiv. May 2023
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
DuctiLoc: Energy-efficient Location Sampling with Configurable Accuracy
Panagiota Katsikouli, Diego Madariaga, Aline Viana, Alberto Tarable, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3243731. IEEE. February 2023
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation
Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3236261. Volume 11 , IEEE. ISSN: 2169-3536. January 2023
Towards Natively Intelligent Networks
Jose M. Alcaraz-Calero, Anttonen Antti, Marco Araújo, Raul Barbosa, Sokratis Barmpounakis, Sergio Barrachina-Muñoz, Riccardo Bassoli, Giacomo Bernini, Luis Blanco, Anne-Marie Bosneag, Ashima Chawla, Loizos Christofi, Dilin Dampahalage, Panagiotis Demestichas, Marten Ericson, Hamed Farhadi, Marco Fiore, Frank H.p. Fitzek, Hannu Flinck, Joāo Fonseca, Martti Forsell, Victor Gabillon, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Bin Han, Mikko Honkala, Alexandre Kazmierowski, Charalambos Klitis, Dani Korpi, Slawomir Kuklinski, Ignacio Labrador Pavón, Vasiliki Lamprousi, Giada Landi, Haeyoung Lee, Xi Li, Josep Mangues-Bafalluy, Bahare Masood Khorsandi, Mattia Merluzzi, Jafar Mohammadi, Cédric Morin, José Antonio Ordoñez Lucena, Petteri Pöyhönen, Nuwanthika Rajapaksha, Premanandana Rajatheva, Farhad Rezazadeh, Roberto Riggio, Lucas Scheuvens, Merve Seimler, Janne Tuononen, Ricard Vilalta, Qi Wang, Stefan Wunderer, Lanfranco Zanzi, Engin Zeydan, Xun Zhang
NOW Publishers. ISBN: 978-1-63828-239-6. January 2023
In-depth Study of RNTI Management in Mobile Networks: Allocation Strategies and Implications on Data Trace Analysis
Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer, Norbert Ludant, Bastian Bloessl, Konstantinos Kousias, Ozgu Alay, Lise Jacquot, Razvan Stanica
Computer Networks. December 2022
Henna: hierarchical machine learning inference in programmable switches
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
International Workshop on Native Network Intelligence. Rome, Italy. December 2022
Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models
Stefanos Bakirtzis, Ian Wassell, Marco Fiore, Jie Zhang
IEEE Global Telecommunications Conference. Rio de Janeiro, Brazil. December 2022
DAEMON: A Network Intelligence Plane for 6G Networks
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballestreros, Antonio Bazco-Nogueras, Ginés García, Steven Latré, Andres Garcia-Saavedra, Marco Fiore
The 2nd Workshop on Architectural Evolution toward 6G Networks (6GArch). December 2022