In today's data-driven landscape, the ability to make swift and intelligent decisions is paramount. Traditionally, these decisions have been processed in centralized cloud environments. However, the rise of Edge AI is transforming this paradigm, bringing the power of artificial intelligence directly to the network's periphery. By processing data lo