The frontier of artificial intelligence (AI) is rapidly shifting, 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. Leveraging the power of edge computing offers a myriad of benefits, including faster response times,