Publications

This page summarizes all our work. We outline publications and release code of our algorithms and techniques.

C. Fiandrino, L. Bonati, S. D’Oro, M. Polese, T. Melodia, and J. Widmer (Dec. 2023) EXPLORA: AI/ML EXPLainability for the Open RAN [PDF] [Code ][Presentation ]Proceedings of ACM Networking, vol. 1 (CoNEXT3), 19:1-19:26 (15% acceptance rate)
C. Fiandrino, David Juarez Martinez-Villanueva, and J. Widmer (Sep. 2023) A study on 5G performance and fast conditional handover for public transit systems [PDF ] [Code ] Elsevier Computer Communications, vol. 209, pp. 499-511. DOI: https://doi.org/10.1016/j.comcom.2023.07.020

A. K. Fezeu, C. Fiandrino, E. Ramadan, J. Carpenter, L. Coelho de Freitas, F. Bilal, W. Ye, J. Widmer, F. Qian and Z. Zhang (May 2024) Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE [PDF ] [Code ] ACM SIGCOMM (Core A*)
C. Fiandrino, E. Pérez Gómez, P. Fernández Pérez, H. Mohammadalizadeh, M. Fiore, and J. Widmer (May 2024) AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks [PDF ] [Code ][Presentation ] IEEE INFOCOM (Core A*) Best Paper Award
A. K. Fezeu, C. Fiandrino, E. Ramadan, J. Carpenter, D. Chen, Y. Tan, F. Qian, J. Widmer, and Z. Zhang (May 2024) Roaming across the European Union in the 5G Era: Performance, Challenges, and Opportunities [PDF ] [Code ] IEEE INFOCOM (Core A*)
A. Tanyi-Jong Akem, B. Butun, M. Gucciardo, and M. Fiore (May 2024) Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches [PDF ] [Code ] IEEE INFOCOM (Core A*)
S. Moghadas Gholian, C. Fiandrino, A. Collet, G. Attanasio, M. Fiore, and J. Widmer (May 2023) Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens [PDF ] [Code ] IEEE INFOCOM (Core A*)

L. Bonati, R. Shirkhani, C. Fiandrino, S. Maxenti, S. D’Oro, M. Polese, and T. Melodia (Nov. 2024) Twinning Commercial Network Traces on Experimental Open RAN Platforms [PDF ] [Code/Dataset ] ACM WiNTECH (co-located with ACM MobiCom – Core A* conference)
P. Fernández Pérez, C. Fiandrino, M. Fiore, and J. Widmer (May 2024) An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN [PDF ] [Code ] NG-OPERA@IEEE INFOCOM
M. Gucciardo, B. Butun, A. Tanyi-Jong Akem, and M. Fiore (May 2024) Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions [PDF ] [Code ] CNERT@IEEE INFOCOM
P. Fernández Pérez , C. Fiandrino, and J. Widmer (Oct. 2023) Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level [PDF ] [Code/Dataset ][Presentation ] ACM WiNTECH (co-located with ACM MobiCom – Core A* conference) Best Paper Runner-Up Award

P. Fernández Pérez, C. Fiandrino, M. Fiore, and J. Widmer (May 2024) Dissecting Advanced Time Series Forecasting Models with AIChronoLens [PDF ] [Code ] IEEE INFOCOM (Core A*)