/qr-sdn

QR-SDN code

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

QR-SDN: Reinforcement Learning for Direct Flow Routing in Software-Defined Networks

Folder description

  • /controller: Includes the controller implementation. Scripts can be started with: ryu-manager remote_controller.py

    • controller/config.py: Config file containing all the parameters for the learning agent/controller (e.g. exploration strategy)

  • /mininet: Includes the Mininet emulation scripts with different topologies. Scripts can be started with: sudo python Four_switches_two_ways.py

  • /plots: Includes the measurement data and plot scripts. Scripts can be started with: python3 plot_<scenario>.py

  • /vagrant: Includes Vagrantfile to spawn multiple VMs automatically and scripts to start and download measurements. Scripts can be started with: vagrant up rl_routing, vagrant ssh rl_routingX

TODO's

  • add Jupyter notebook to produce plots
  • improve documentation