The realm of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time decision-making by integrating AI models directly on endpoints at the network's boundary. Harnessing the power of edge computing offers a myriad of opportunities, including minimized delay