The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time decision-making by integrating AI models directly on devices at the network's edge. Utilizing the power of edge computing offers a myriad of benefits, including reduced latency, enhance