The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift facilitates real-time processing by executing AI models directly on endpoints at the network's edge. Harnessing the power of edge computing provides a myriad of benefits, including minimized delay, enhanced