IMDEA Networks
User Publications
CHRONOPROF: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. May 2025
Gen-TWIN: Generative-AI-Enabled Digital Twin for Open Radio Access Networks
Osman Tugay Basaran, Davide Villa, Pedram Johari, Michele Polese, Claudio Fiandrino, Falko Dressler, Tommaso Melodia
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks
Serly Moghadas Gholian, Claudio Fiandrino, Joerg Widmer
IEEE International Conference on Machine Learning for Communication and Networking. Barcelona, Spain. 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
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
XAI for Network Management
Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer
Elsevier. ISBN: 978-0-443-29135-7. April 2025
How mature is 5G deployment? A cross-sectional, year-long study of 5G uplink performance
Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Xueting Yeng, Sumit Hawal, Shirui Huang, Ameya Rane, Yin Wang, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C Aguiar, Ozgu Alay, Carla Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
Computer Communications. 10.1016/j.comcom.2025.108153. Elsevier. April 2025
AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks
Pablo Fernández, Claudio Fiandrino, Eloy Perez Gomez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. 10.1109/TMC.2025.3554035. IEEE. March 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
Twinning Commercial Network Traces on Experimental Open RAN Platforms
Leonardo Bonati, Ravis Shirkhani, Claudio Fiandrino, Stefano Maxenti, Salvatore D'oro, Michele Polese, Tommaso Melodia
Proceedings of 18th ACM Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization. Washington, D.C., USA. November 2024
Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Lilian Coelho De Freitas, Faaiq Bilal, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
ACM Special Interest Group on Management of Data Conference. Sidney, Australia. August 2024
How Mature is 5G Deployment? A Cross-Sectional, Year-Long Study of 5G Uplink Performance
Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C Aguiar, Ozgu Alay, Carla Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
IFIP International Conference on Networking. Thessaloniki, Greece. June 2024
Dissecting Advanced Time Series Forecasting Models with AIChronoLens (Poster)
Pablo Fernández, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Roaming across the European Union in the 5G Era: Performance, Challenges, and Opportunities
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Daqing Chen, Yiling Tan, Feng Qian, Joerg Widmer, Zhi-Li Zhang
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
AICHRONOLENS: Advancing Explainability for Time Series AI Forecasting in Mobile Networks
Claudio Fiandrino, Eloy Perez Gomez, Pablo Férnandez Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN
Pablo Fernández, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
EXPLORA: AI/ML EXPLainability for the Open RAN
Claudio Fiandrino, Leonardo Bonati, Salvatore D'oro, Michele Polese, Tommaso Melodia, Joerg Widmer
ACM Networking. Volume 1 , ACM. December 2023
waveSLAM: Empowering accurate indoor mapping using off-the-shelf millimeter-wave self-sensing
Pablo Picazo, Milan Groshev, Alejandro Blanco, Claudio Fiandrino, Antonio De La Oliva, Joerg Widmer
IEEE Vehicular Technology Conference. Hong Kong, China. October 2023
Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level
Pablo Férnandez Pérez, Claudio Fiandrino, Joerg Widmer
ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH), co-located with ACM MobiCom. Madrid, Spain. October 2023
A Study on 5G Performance and Fast Conditional Handover for Public Transit Systems
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
Computer Communications. Elsevier. September 2023