IMDEA Networks
User Publications
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
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
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
Roaming across the European Union in the 5G Era: Performance, Challenges, and Opportunities
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Daqing Chen, Yiling Tan, Feng Qian, Joerg Widmer, Zhi-Li Zhang
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
EXPLORA: AI/ML EXPLainability for the Open RAN
Claudio Fiandrino, Leonardo Bonati, Salvatore D'oro, Michele Polese, Tommaso Melodia, Joerg Widmer
ACM Networking. Volume 1 , ACM. December 2023
waveSLAM: Empowering accurate indoor mapping using off-the-shelf millimeter-wave self-sensing
Pablo Picazo, Milan Groshev, Alejandro Blanco, Claudio Fiandrino, Antonio De La Oliva, Joerg Widmer
IEEE Vehicular Technology Conference. Hong Kong, China. October 2023
Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level
Pablo Férnandez Pérez, Claudio Fiandrino, Joerg Widmer
ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH), co-located with ACM MobiCom. Madrid, Spain. October 2023
A Study on 5G Performance and Fast Conditional Handover for Public Transit Systems
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
Computer Communications. Elsevier. September 2023
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Handling Data Handoff of AI-based Applications in Edge Computing Systems
Domenico Scotece, Claudio Fiandrino, Luca Foschini
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2023.3267942. ISSN: 1932-4537. April 2023
In-depth Study of RNTI Management in Mobile Networks: Allocation Strategies and Implications on Data Trace Analysis
Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer, Norbert Ludant, Bastian Bloessl, Konstantinos Kousias, Ozgu Alay, Lise Jacquot, Razvan Stanica
Computer Networks. December 2022
A Practical way to Handle Service Migration of ML-based Applications in Industrial Analytics
Domenico Scotece, Claudio Fiandrino, Luca Foschini
IEEE Global Communications Conference. Rio de Janeiro, Brazil. December 2022
Characterizing Location Management Function Performance in 5G Core Networks
Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
IEEE Conference on Network Function Virtualization and Software Defined Networks. November 2022
Experimenting with Localization Management Functions in 5G Core Networks (Demo)
Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
ACM International Conference on Mobile Computing and Networking. Sydney, Australia. October 2022
Uncovering 5G Performance on Public Transit Systems with an App-based Measurement Study
Claudio Fiandrino, David Juarez Martinez-Villanueva, Joerg Widmer
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2022
Towards Native Explainable and Robust AI in 6G Networks (Poster)
Giulia Attanasio, Serly Moghadas Gholian, Claudio Fiandrino, Marco Fiore, Joerg Widmer
12th IMDEA Networks Annual International Workshop. Madrid, Spain. June 2022
Toward Native Explainable and Robust AI in 6G Networks: Current State, Challenges and Road Ahead
Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
Computer Communications. https://doi.org/10.1016/j.comcom.2022.06.036. Elsevier. June 2022
On the Efficiency of Service and Data Handoff Protocols in Edge Computing Systems
Domenico Scotece, Claudio Fiandrino, Luca Foschini
IEEE Global Telecommunications Conference. Madrid. December 2021
Characterizing RNTI Allocation and Management in Mobile Networks
Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Alicante, Spain. November 2021
Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks
Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Sensing, Communication and Networking (SECON 2021). July 2021