The realm of artificial intelligence (AI) is rapidly shifting, with a surge in demand for edge computing solutions. This paradigm shift enables real-time processing by executing AI models directly on endpoints at the network's boundary. Utilizing the power of edge computing offers a myriad of advantages, including reduced latency, confidential