IMDEA Networks
Publications
Profiling- and learning-based co-design of communication and compute in scalable robotics
Andrea Fresa, Nicola Ferrrarese, Yu Liu, Mina Ferizbegovic, Aitor Hernandez Herranz
IEEE Journal on Selected Areas in Communications. 10.1109/JSAC.2025.3574600. Volume Co-Design of Communication, Computing, and Control in Industrial Cyber-Physical Systems , IEEE. ISSN: 1558-0008. June 2025
Monitoring 5G Core Networks Vulnerabilities with eBPF
Gabriele Nunziati, Claudio Fiandrino, Luca Foschini, Paolo Bellavista
IEEE Networking Letters. IEEE. June 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
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
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
Ph.D. Forum: Explainable AI for Time Series Analysis in 5G/6G Operations (Other)
Pablo Fernández, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. May 2025
Demo: Explaining Time Series Interactively with CHRONOPROF (Demo)
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. May 2025
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
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
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TUCAN6-CM
Technologies for sensing and communication in 6G networks
Financed by: Madrid Regional Government
Agile-6G
AGENTIC AI for 6G mobile networks
Financed by: Ministry of Science, Innovation and Univiersities (MICIU), State Research Agency (AEI) and FEDER
Previous projects
bRAIN
Explainable and robust AI for integration in next generation networked systems