IMDEA Networks
Publications
Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions
Michele Gucciardo, Beyza Bütün, Aristide Tanyi Jong Akem, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. Mayo 2024
Mobile App Consumption and Political Orientation (Poster)
Orlando E. Martinez-Durive, Iñaki Ucar, Zbigniew Smoreda, Esteban Moro, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. Mayo 2024
Towards Data-Driven Management of Mobile Networks through User Plane Inference
Aristide Tanyi Jong Akem, Marco Fiore
IEEE Network Operations and Management Symposium. Seoul, South Korea. Mayo 2024
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning
Aristide Tanyi Jong Akem, Guillaume Fraysse, Marco Fiore
IEEE/IFIP Network Operations and Management Symposium. Seoul, South Korea. Mayo 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. Mayo 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. Mayo 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. Mayo 2024
Impact of Public Protests on Mobile Networks (Poster)
André Zanella, Orlando E. Martinez-Durive, Sachit Mishra, Diego Madariaga, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. Mayo 2024
Spatial and Temporal Exploratory Factor Analysis of Urban Mobile Data Traffic
Angelo Furno, André Zanella, Razvan Stanica, Marco Fiore
Data Science for Transportation. 10.1007/s42421-024-00089-y. Volumen 6 , Springer. Marzo 2024
Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning (Accepted for publication)
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Communications Magazine. IEEE. ISSN: 1558-1896. Enero 2024
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