The frontier of artificial intelligence (AI) is rapidly adapting, with a surge in interest for edge computing solutions. This paradigm shift facilitates real-time processing by integrating AI models directly on systems at the network's perimeter. Harnessing the power of edge computing offers a myriad of benefits, including minimized delay, con