IMDEA Networks
Publications
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. May 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. 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
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
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
Impact of Public Protests on Mobile Networks (Poster)
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Diego Madariaga, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Spatial and Temporal Exploratory Factor Analysis of Urban Mobile Data Traffic
Angelo Furno, André Felipe Zanella, Razvan Stanica, Marco Fiore
Data Science for Transportation. 10.1007/s42421-024-00089-y. Volume 6 , Springer. March 2024
Hacia una red 5G/6G con inteligencia nativa: oportunidades e integración en los nuevos desarrollos de redes móviles (Keynote)
Antonio Bazco-Nogueras
III Jornada 5G. Escuela Politécnica de Ingeniería de Gijón, Universidad de Oviedo. November 2023
Offloading Augmented Reality Tasks with Smart Energy Source-Aware Algorithms at the Edge
Francesco Spinelli, Antonio Bazco-Nogueras, Vincenzo Mancuso
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2023
Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements
André Felipe Zanella, Antonio Bazco-Nogueras, Cezary Ziemlicki, Marco Fiore
Internet Measurement Conference. Montreal, QC, Canada. October 2023
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