IMDEA Networks
User Publications
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
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
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
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
Mobility-Aware Solutions for Edge Data Center Deployment in Urban Environments
Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo
CRC Press. ISBN: 9780367814397. July 2021
OctoMap: Supporting Service Function Chaining via Supervised Learning and Online Contextual Bandit
Aziza Alzadjali, Maria Mushtaq, Flavio Esposito, Claudio Fiandrino, Jitender Singh Deogun
The 7th IEEE International Conference on Network Softwarization (IEEE NetSoft 2021). Virtual. June 2021
On blockchain integration into mobile crowdsensing via smart embedded devices: A comprehensive survey
Zhiyan Chen, Claudio Fiandrino, Burak Kantarci
Journal of Systems Architecture. Volume 115 , May 2021
Mobility-Driven and Energy-Efficient Deployment of Edge Data Centers in Urban Environments
Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich
IEEE Transactions on Sustainable Computing. 10.1109/TSUSC.2021.3056621. IEEE. ISSN: 2377-3782. February 2021
A Machine Learning-based Framework for Optimizing the Operation of Future Networks
Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer
IEEE Communications Magazine. IEEE Communications Society. ISSN: 0163-6804. April 2020
openLEON: An End-to-End Emulation Platform from the Edge Data Center to the Mobile User
Claudio Fiandrino, Alejandro Blanco, Pablo Jiménez Mateo, Carlos Andrés Ramiro, Joerg Widmer
Computer Communications. https://doi.org/10.1016/j.comcom.2019.08.024. Volume 148 , Elsevier. ISSN: 0140-3664. December 2019
A Survey on Mobile Crowdsensing Systems: Challenges, Solutions, and Opportunities
Andrea Capponi, Claudio Fiandrino, Burak Kantarci, Luca Foschini, Dzmitry Kliazovich, Pascal Bouvry
IEEE Communications Surveys Tutorials. Volume 21 , IEEE. September 2019
Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities
Andrea Capponi, Piergiorgio Vitello, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich, Ulrich Sorger, Pascal Bouvry
The 24th IEEE Symposium on Computers and Communications (ISCC 2019). Barcelona, Spain. June 2019