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