The realm of artificial intelligence (AI) is undergoing a dramatic transformation with the rise of edge AI. This innovative paradigm moves AI processing power from centralized cloud servers to localized devices at the network's edge. By placing AI algorithms closer to the point of data, edge AI promotes instantaneous decision-making and reduces la