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 endpoints at the network's edge. Leveraging the power of edge computing provides a myriad of benefits, including minimized delay, co