The realm of artificial intelligence (AI) is rapidly shifting, with a surge in adoption for edge computing solutions. This paradigm shift facilitates real-time decision-making by executing AI models directly on systems at the network's perimeter. Leveraging the power of edge computing presents a myriad of advantages, including minimized delay,