The realm 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 endpoints at the network's edge. Harnessing the power of edge computing presents a myriad of benefits, including minimized delay, enhance