The landscape of artificial intelligence (AI) is rapidly shifting, with a surge in interest for edge computing solutions. This paradigm shift enables real-time decision-making by integrating AI models directly on systems at the network's perimeter. Harnessing the power of edge computing provides a myriad of benefits, including faster response