The realm of artificial intelligence (AI) is rapidly adapting, with a surge in adoption for edge computing solutions. This paradigm shift facilitates real-time processing by integrating AI models directly on endpoints at the network's boundary. Harnessing the power of edge computing offers a myriad of advantages, including reduced latency, enh