Role of Edge AI in enhancing real-time data processing

Edge Artificial Intelligence has revolutionised the way data is processed in modern IoT applications, bringing real-time capabilities closer to the source of data generation—at the "edge" of networks. As we explore the role of Edge AI, it becomes clear that its ability to enhance real-time data processing is driving new possibilities for various sectors. Traditional IoT systems have depended heavily on cloud-based models, where data is collected from edge devices, transmitted to centralised cloud servers, and then processed. While there have been significant advancements in reducing model size and improving efficiency, many AI models still require more memory and processing power than what edge devices can provide. In conclusion, the role of Edge AI in enhancing real-time data processing for modern IoT applications is pivotal.