The realm of artificial intelligence (AI) is rapidly shifting, with a surge in demand for edge computing solutions. This paradigm shift facilitates real-time decision-making by integrating AI models directly on systems at the network's perimeter. Harnessing the power of edge computing presents a myriad of advantages, including minimized delay,