The frontier of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift empowers real-time analysis by integrating AI models directly on systems at the network's boundary. Harnessing the power of edge computing provides a myriad of opportunities, including minimized delay, da