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@bonsai-lab-polimi

BONSAI Lab - Politecnico di Milano

Broadband Optical Networks, Security and Advanced Internet

BONSAI Lab @ PoliMi

Welcome to the BONSAI Lab GitHub page!

The BONSAI Lab is a research laboratory of DEIB (Dipartimento di Elettronica, Informazione e Bioingegneria) at Politecnico di Milano. BONSAI’s research interests are in area of communication networks and advanced Internet technologies.

Our main research topics are in the field of:

  • Optical Networking
  • 6G Networks
  • Software-Defined Wide Area Network (SD-WAN)
  • Software-Defined Networks (SDN) and Cloud Computing
  • Machine Learning and Data Analysis for Networking
  • Network Security, Resiliency and Privacy

Popular repositories Loading

  1. icc2023-qot-forecasting icc2023-qot-forecasting Public

    Code repository for the paper "Uncertainty-Aware QoT Forecasting with Bayesian Recurrent Neural Networks", IEEE International Conference on Communications (ICC) 2023

    Python 7 2

  2. tnsm2023-deepls tnsm2023-deepls Public

    Code repository for the paper "DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning", IEEE Transactions on Network and Service Management, 2023

    Python 7 1

  3. netsoft2023-drl-forch netsoft2023-drl-forch Public

    Code repository for the paper "DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator", IEEE NetSoft 2023

    Python 4

  4. tnsm2024-data-centric tnsm2024-data-centric Public

    Dataset repository for the paper "Machine Learning for Failure Management in Microwave Networks: a Data-Centric Approach", IEEE Transactions on Network and Service Management, 2024

    4 1

  5. balkancom2022-qot-regression balkancom2022-qot-regression Public

    Code repository for the paper "Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks", BalkanCom 2022

    Jupyter Notebook 3

  6. Quantum_Key_Distribution Quantum_Key_Distribution Public

    Forked from bassiriccardo97/Quantum_Key_Distribution

    Thesis project on Quantum Key Distribution

    Python 1

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