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 deploying AI models directly on systems at the network's boundary. Harnessing the power of edge computing presents a myriad of opportunities, including reduced latency,