The realm of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift enables real-time analysis by executing AI models directly on endpoints at the network's boundary. Harnessing the power of edge computing presents a myriad of opportunities, including minimized delay, confid