IMDEA Networks
Publications
Offloading Algorithms for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
Andrea Fresa, Jaya Prakash Champati
IEEE Transactions on Parallel and Distributed Systems. 10.1109/TPDS.2023.3267458. Volume 34 , IEEE. ISSN: 1045-9219. April 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
An Offloading Algorithm for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
Andrea Fresa, Jaya Prakash Champati
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
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
Previous projects
bRAIN
Explainable and robust AI for integration in next generation networked systems