QoS AWARE REINFORCEMENT LEARNING PREVENTION INTRUSION SYSTEM

A method implemented in a network node configured for performing network routing associated with a plurality of wireless devices, WDs, in a communication system, the method comprising:

• collecting, from a control plane, a plurality of graph states associated with a plurality of graphs, each graph of the plurality of graphs having at least one graph node associated with one WD of the plurality of WDs;
• determining, using self-learning, at least one action to update at least one route in at least one graph of the plurality of graphs based on the collected plurality of graphs states;
• and
• transmitting the at least one action to a controller for instructing at least one WD to update at least one network route based on the at least one action.

A wireless device, WD, configured to communicate with a network node in a communication system, the WD comprising processing circuitry and a radio interface in communication with the processing circuitry, the radio interface being configured to:

• receive at least one action for instructing the WD to update at least one network route, the at least one action being determined using self-learning, the at least one network route being in at least one graph of a plurality of graphs;
• and
• the processing circuitry being configured to:
• update the at least one network route based on the received at least one action.