The realm of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time processing by executing AI models directly on systems at the network's perimeter. Harnessing the power of edge computing provides a myriad of opportunities, including reduced latency, data