Repositories list

• DRL-GNN

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •35•198•1•0•Updated May 14, 2023May 14, 2023

• demo-routenet

  Public
  Demo of RouteNet in ACM SIGCOMM'19

  network-modelinggraph-neural-networks

  Jupyter Notebook

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  BSD 3-Clause "New" or "Revised" License

  •49•115•2•4•Updated Mar 24, 2023Mar 24, 2023

• Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN

  Public
  18•51•2•0•Updated Oct 17, 2022Oct 17, 2022

• net2vec

  Public
  This repository is a collection of machine learning models for computer networks.

  Jupyter Notebook

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  BSD 3-Clause "New" or "Revised" License

  •29•36•0•0•Updated Oct 17, 2022Oct 17, 2022

• network-modeling-GNN

  Public
  Python

  •6•5•0•0•Updated Oct 17, 2022Oct 17, 2022

• -knowledge-defined-networking

  Public
  Apache License 2.0

  •6•12•1•0•Updated Oct 17, 2022Oct 17, 2022

• a-deep-rl-approach-for-sdn-routing-optimization

  Public
  A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

  deep-reinforcement-learningsdnrouting-optimization+ 3traffic-engineeringknowledge-defined-networkingsoftware-defined-networking

  Python

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  MIT License

  •101•281•15•0•Updated Oct 17, 2022Oct 17, 2022

• Understanding-the-Modeling-of-Network-Delays-using-NN

  Public
  Recent trends in networking are proposing the use of Machine Learning (ML) techniques for the control and operation of the network. In this context, ML can be used as a computer network modeling technique to build models that estimate the network performance. Indeed, network modeling is a central technique to many networking functions, for insta…

  6•9•2•1•Updated Nov 13, 2019Nov 13, 2019