IMDEA Networks
User Publications
Uncovering Latent Patterns in Service-Level Spatiotemporal Mobile Traffic
Orlando E. Martínez-Durive, Diego Madariaga, Prashant K. Ray, Daniel A. Amaro-Ramos, Marco Fiore
ACM SIGSPATIAL International Workshop on Geo-Privacy and Data Utility for Smart Societies. Atlanta, GA, USA. September 2024
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks
Gabriel O. Ferreira, André Felipe Zanella, Stefanos Bakirtzis, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Ian Wassell, Jie Zhang, Marco Fiore
IEEE Journal on Selected Areas in Communications. Volume Special Issue on Advanced Optimization Theory and Algorithms for Next Generation Wireless Communication Networks , IEEE. July 2024
Ultra-Low Latency User-Plane Cyberattack Detection in SDN-based Smart Grids
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
ACM International Conference on Future and Sustainable Energy Systems. Singapore, Singapore. June 2024
Network Intelligence in Action: the DAEMON Perspective
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Kriještorac, Miguel Camelo, Paola Soto, Evangelos Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework
Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Ginés García-Avilés, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md Arifur Rahman
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2024.3377442. Volume 21 , IEEE. ISSN: 1932-4537. June 2024
Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Characterizing 5G Adoption and its Impact on Network Traffic and Mobile Service Consumption
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Cezary Ziemlicki, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs
Leonardo Lo Schiavo, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Xavier Costa-Perez
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
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. May 2024
Mobile App Consumption and Political Orientation (Poster)
Orlando E. Martínez-Durive, Iñaki Ucar, Zbigniew Smoreda, Esteban Moro, Marco Fiore
10.1109/INFOCOMWKSHPS61880.2024.10620873. IEEE International Conference on Computer Communications. Vancouver, Canada. May 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. 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
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
Characterizing Mobile Service Demands at Indoor Cellular Networks
Stefanos Bakirtzis, André Felipe Zanella, Stefania Rubrichi, Cezary Ziemlicki, Zbigniew Smoreda, Ian Wassell, Jie Zhang, Marco Fiore
Internet Measurement Conference. Montreal, QC, Canada. October 2023
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