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@knowledgedefinednetworking

Knowledge-Defined Networking

Training datasets to encourage open research, development and benchmarking of Machine Learning algorithms applied to Computer Networks.

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  1. demo-routenet demo-routenet Public

    Demo of RouteNet in ACM SIGCOMM'19

    Jupyter Notebook 117 49

Repositories

Showing 8 of 8 repositories
  • DRL-GNN Public
    knowledgedefinednetworking/DRL-GNN’s past year of commit activity
    Python 205 BSD-3-Clause 35 1 0 Updated May 14, 2023
  • demo-routenet Public

    Demo of RouteNet in ACM SIGCOMM'19

    knowledgedefinednetworking/demo-routenet’s past year of commit activity
    Jupyter Notebook 117 BSD-3-Clause 49 2 4 Updated Mar 24, 2023
  • Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN Public
    knowledgedefinednetworking/Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN’s past year of commit activity
    53 18 2 0 Updated Oct 17, 2022
  • net2vec Public Forked from krzysztofrusek/net2vec

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

    knowledgedefinednetworking/net2vec’s past year of commit activity
    Jupyter Notebook 37 BSD-3-Clause 30 0 0 Updated Oct 17, 2022
  • network-modeling-GNN Public
    knowledgedefinednetworking/network-modeling-GNN’s past year of commit activity
    Python 5 6 0 0 Updated Oct 17, 2022
  • -knowledge-defined-networking Public
    knowledgedefinednetworking/-knowledge-defined-networking’s past year of commit activity
    12 Apache-2.0 6 1 0 Updated Oct 17, 2022
  • a-deep-rl-approach-for-sdn-routing-optimization Public

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

    knowledgedefinednetworking/a-deep-rl-approach-for-sdn-routing-optimization’s past year of commit activity
    Python 287 MIT 102 15 0 Updated Oct 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…

    knowledgedefinednetworking/Understanding-the-Modeling-of-Network-Delays-using-NN’s past year of commit activity
    9 6 2 1 Updated Nov 13, 2019

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