The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift enables real-time decision-making by executing AI models directly on systems at the network's boundary. Utilizing the power of edge computing provides a myriad of opportunities, including reduced latency, c