AI Based Traffic Classification

A system for providing intelligent traffic classification at a mobile edge using Artificial Intelligence (AI), comprising:

• a Converged Wireless System (CWS);
• and
• a Het Net Gateway (HNG) in communication with the CWS;
• wherein the CWS receives a packet;
• performs Prediction Function (PF) feature extraction on the packet;
• performs, using a light weight AI model, traffic type classification for the packet based on the feature extraction;
• and performs Learning Function (LF) feature extraction on the packet;
• wherein the HNG determines, using a heavy weight AI model, features and predictions for the packet;
• classifies the packet;
• and sends a determined traffic class to the light weight AI model.

A non-transitory computer-readable medium containing instructions for providing intelligent traffic classification at a mobile edge using Artificial Intelligence (AI), which, when executed, cause the system to perform steps comprising:

• receiving a packet;
• performing Prediction Function (PF) feature extraction on the packet;
• performing, using a light weight AI model, traffic type classification for the packet based on the feature extraction;
• performing Learning Function (LF) feature extraction on the packet;
• determining, using a heavy weight AI model, features and predictions for the packet;
• classifying the packet by the heavy weight AI model;
• and
• sending a determined traffic class to the light weight AI model.