IMDEA Networks
Publications
XAI for Network Management
Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer
Elsevier. ISBN: 978-0-443-29135-7. 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
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. January 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
Serly Moghadas Gholian, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. January 2025
User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks
Aristide Tanyi Jong Akem
ACM SIGMETRICS Performance Evaluation Review. 10.1145/3712170.3712177. Volume 52 , ACM. January 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
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
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