The frontier of artificial intelligence (AI) is rapidly shifting, with a surge in interest for edge computing solutions. This paradigm shift enables real-time processing by deploying AI models directly on systems at the network's edge. Leveraging the power of edge computing provides a myriad of advantages, including minimized delay, data secur