IMDEA Networks
Publications
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
Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs
Jose A. Ayala-Romero, Leonardo Lo Schiavo, Andres Garcia-Saavedra, 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
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