Publications

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  AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts

  Alan COLLET, Alan COLLET, Antonio BAZCO-NOGUERAS, Antonio BAZCO-NOGUERAS, Albert BANCHS, Albert BANCHS, Norbert LUDANT, Norbert LUDANT.

  IEEE International Conference on Computer Communications. New York, United States. May 2023

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  Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests

  Beyza BÜTÜN, Beyza BÜTÜN, Marco FIORE, Marco FIORE, Norbert LUDANT, Norbert LUDANT.

  IEEE International Conference on Computer Communications. New York, United States. May 2023

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  Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens

  Serly MOGHADAS GHOLIAN, Serly MOGHADAS GHOLIAN, Alan COLLET, Alan COLLET, Marco FIORE, Marco FIORE, Giulia ATTANASIO, Giulia ATTANASIO, Norbert LUDANT, Norbert LUDANT, Joerg WIDMER, Joerg WIDMER.

  IEEE International Conference on Computer Communications. New York, United States. May 2023

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  Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation

  Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Marco Fiore, , , , Norbert LUDANT, Norbert LUDANT.

  IEEE Access. 10.1109/ACCESS.2023.3236261. Volume 11 , IEEE. ISSN: 2169-3536. January 2023

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  In-depth Study of RNTI Management in Mobile Networks: Allocation Strategies and Implications on Data Trace Analysis

  Giulia ATTANASIO, Giulia ATTANASIO, Alan COLLET, Alan COLLET, Norbert LUDANT, Norbert LUDANT, Joerg WIDMER, Joerg WIDMER, Lise Jacquot, Razvan Stanica, , , , , , , , , , .

  Computer Networks. December 2022