The realm of artificial intelligence (AI) is rapidly shifting, with a surge in interest for edge computing solutions. This paradigm shift facilitates real-time processing by executing AI models directly on devices at the network's boundary. Harnessing the power of edge computing provides a myriad of benefits, including faster response times, e