The realm of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time processing by executing AI models directly on devices at the network's perimeter. Leveraging the power of edge computing presents a myriad of advantages, including faster response times, e