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    19 repositories

    • ETC_NOMS_2024

      Public
      Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning
      machine-learningswitchclassificationp4random-forest-classifier
      Python
      •8•12•0•0•Updated Jun 18, 2025Jun 18, 2025

    • dune_demo

      Public
      DUNE demostration
      HTML
      •0•1•0•0•Updated May 29, 2025May 29, 2025

    • DUNE

      Public
      DUNE: Distributed Inference in the User Plane
      Jupyter Notebook
      •3•2•0•0•Updated May 17, 2025May 17, 2025

    • DeepMEND

      Public
      DeepMEND relies on the same input as traditional Voronoi decompositions, but provides a richer and more accurate rendering of where users are located.
      pythondata-sciencecoverageantenna4g
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Jan 8, 2025Jan 8, 2025

    • Henna

      Public
      Henna: Hierarchical Machine Learning Inference in Programmable Switches
      Jupyter Notebook
      •4•4•0•0•Updated Oct 24, 2024Oct 24, 2024

    • 5G_UPF_Intrusion_Detection

      Public
      Real-time intrusion detection in the 5G UPF
      Python
      •1•4•0•0•Updated Sep 24, 2024Sep 24, 2024

    • smart-grid

      Public
      Ultra-Low Latency User-Plane Cyberattack Detection in SDN-based Smart Grids
      Jupyter Notebook
      •1•1•0•0•Updated Jun 26, 2024Jun 26, 2024

    • Jewel

      Public
      Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches
      Python
      •3•8•1•0•Updated Mar 18, 2024Mar 18, 2024

    • Flowrest

      Public
      Flowrest: in-switch flow-level classification with random forests
      random-forestp4programmable-switchin-switch-inference
      P4
      •6•26•1•0•Updated Mar 11, 2024Mar 11, 2024

    • MetaCom

      Public
      Fast Detection of Cyberattacks on the Metaverse through User-plane Inference
      P4
      •2•1•0•0•Updated Mar 6, 2024Mar 6, 2024

    • ICN-Mobile-Service-Demands

      Public
      This reppository includes code and data for the paper "Characterizing Mobile Service Demands at Indoor Cellular Networks"
      Jupyter Notebook
      •0•1•0•0•Updated Nov 22, 2023Nov 22, 2023

    • MobileTrafficDists

      Public
      Jupyter Notebook
      •2•1•0•0•Updated Oct 18, 2023Oct 18, 2023

    • kansaas

      Public
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Sep 21, 2023Sep 21, 2023

    • netmob2023challenge

      Public
      Notebook for Netmob 2023 Data Challenge
      Jupyter Notebook
      •1•25•1•0•Updated Jun 19, 2023Jun 19, 2023

    • AutoManager

      Public
      AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
      Python
      •2•2•0•0•Updated Jan 20, 2023Jan 20, 2023

    • voronoiBoost

      Public
      VoronoiBoost, is a data-driven model that scales Voronoi cells to match the probabilistic distribution of users associated to each base station. Implementation of the paper "VoronoiBoost: Data-driven Probabilistic Spatial Mapping of Mobile Network Metadata" published in 2022 IEEE International Conference on Sensing, Communication, and Networking.
      data-sciencenetworkingpython
      Jupyter Notebook
      •0•0•0•0•Updated Nov 9, 2022Nov 9, 2022

    • wowmom22_tes-rnn

      Public
      TES-RNN Model used in "Forecasting for Network Management with Joint Statistical Modelling and Machine Learning" paper published in 2022 IEEE 23rd International Symposium on "A World of Wireless, Mobile and Multimedia Networks (WoWMoM)"
      Python
      •2•0•0•0•Updated May 19, 2022May 19, 2022

    • LossLeaP

      Public
      Loss Learning Predictor for regression problems
      Python
      •5•0•0•0•Updated Jan 14, 2022Jan 14, 2022

    • infocom22_covid

      Public
      Notebooks with the methodology for the INFOCOM 2022 paper "Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage"
      Jupyter Notebook
      •1•0•0•0•Updated Jan 11, 2022Jan 11, 2022
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