The landscape of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift facilitates real-time analysis by executing AI models directly on endpoints at the network's perimeter. Harnessing the power of edge computing presents a myriad of benefits, including reduced latency, co