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@FOCS-AI Fibre Optic Communication Systems and Artificial Intelligence

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    12 repositories

    • graphmind

      Public
      Static Traffic Prediction for BT using Graph Machine Learning
      Jupyter Notebook
      •0•1•0•0•Updated Dec 11, 2024Dec 11, 2024

    • RDC-Poster-Session

      Public
      Poster Session after Researcher Development Course at University of Cambridge
      0•0•0•0•Updated Jan 10, 2024Jan 10, 2024

    • optrix

      Public
      A dataset of publicly available core network physical topologies
      networkdataset
      0•1•0•0•Updated Jan 1, 2024Jan 1, 2024

    • linkwise

      Public
      Topology-Driven Edge Predictions with Graph Machine Learning for Optical Network Growth: Graph representation learning on real-world optical core networks outperforms edge prediction heuristics by 10 times, achieving up to 93.4% accuracy on BT(UK), COST(EU), and CORONET(USA) by learning from 10% training data.
      machine-learningaigraphsembeddingsnetworksofcoptical-networknode2veclinkprediction
      Jupyter Notebook
      •1•2•0•0•Updated Nov 18, 2023Nov 18, 2023

    • focs-ai.github.io

      Public
      Optical Networks and Artificial Intelligence
      HTML
      •
      MIT License
      •0•0•0•0•Updated Sep 11, 2023Sep 11, 2023

    • submatrix

      Public
      A dataset of publicly available physical optical network connections (subsea cables)
      networkdataset
      Jupyter Notebook
      •0•0•0•0•Updated Sep 8, 2023Sep 8, 2023

    • telematrix

      Public
      A private dataset of telecom operator (British Telecommunication) core networks in the UK (contains only publicly released images)
      0•0•0•0•Updated Sep 8, 2023Sep 8, 2023

    • dynamatrix

      Public
      A dataset of temporal, evolving and dynamic optical network topologies
      0•0•0•0•Updated Sep 4, 2023Sep 4, 2023

    • simatrix

      Public
      A dataset of generated (simulated) physical optical network topologies using graph generative models
      0•0•0•0•Updated Sep 4, 2023Sep 4, 2023

    • software

      Public
      List of Software Tools and Packages Used in Network Topology Design, Monitoring, Visualisation and Optimisation in Industry and Academia
      0•0•0•0•Updated Aug 26, 2023Aug 26, 2023

    • ai-software

      Public
      List of Software, Tools and Packages for Deep Learning, Graph Machine Learning, Graph Analysis, Graph Generation and Link Prediction
      0•0•0•0•Updated Aug 22, 2023Aug 22, 2023

    • .github

      Public
      0•0•0•0•Updated Jul 6, 2023Jul 6, 2023