The realm 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 executing AI models directly on systems at the network's edge. Leveraging the power of edge computing provides a myriad of benefits, including minimized delay, confident