The frontier of artificial intelligence (AI) is rapidly adapting, with a surge in demand for edge computing solutions. This paradigm shift enables real-time processing by integrating AI models directly on endpoints at the network's boundary. Utilizing the power of edge computing presents a myriad of advantages, including minimized delay, confi