The frontier of artificial intelligence (AI) is rapidly shifting, with a surge in adoption for edge computing solutions. This paradigm shift enables real-time analysis by deploying AI models directly on systems at the network's edge. Leveraging the power of edge computing presents a myriad of benefits, including reduced latency, enhanced priva