The frontier of artificial intelligence (AI) is rapidly shifting, with a surge in adoption for edge computing solutions. This paradigm shift facilitates real-time processing by executing AI models directly on endpoints at the network's edge. Leveraging the power of edge computing provides a myriad of opportunities, including reduced latency, e