The realm of artificial intelligence (AI) is rapidly adapting, with a surge in interest for edge computing solutions. This paradigm shift empowers real-time analysis by integrating AI models directly on devices at the network's boundary. Harnessing the power of edge computing presents a myriad of benefits, including reduced latency, enhanced p