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