The frontier of artificial intelligence (AI) is rapidly evolving, with a surge in demand for edge computing solutions. This paradigm shift enables real-time processing by integrating AI models directly on endpoints at the network's edge. Harnessing the power of edge computing offers a myriad of advantages, including reduced latency, enhanced p