The realm of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift facilitates real-time processing by deploying AI models directly on endpoints at the network's perimeter. Utilizing the power of edge computing presents a myriad of benefits, including reduced latency, data