The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in interest for edge computing solutions. This paradigm shift empowers real-time processing by integrating AI models directly on systems at the network's boundary. Harnessing the power of edge computing offers a myriad of benefits, including reduced latency, confide