US Patent 11017050 Hybrid quantized decision model framework

Various examples are disclosed for hybrid alert and action solution in IoT (IoT) networks. An edge device receives device layer data and generates an edge layer prediction by processing the device layer data using a quantized decision model. A confidence check is performed by comparing a confidence probability for the edge layer prediction to a threshold probability. An action to perform for the edge layer prediction is identified based on a result of the confidence check.