IoT Node

An IoT node is a small, often resource-constrained device connected to the internet, primarily aiming to collect and process data locally or transmit it to a larger network. Current research focuses on optimizing energy efficiency and performance through techniques like distributed learning (e.g., gossip learning and federated learning), employing lightweight machine learning models (e.g., decision trees, neural networks tailored for microcontrollers), and implementing advanced security measures (e.g., AI-driven honeypot deployment). These advancements are crucial for enabling widespread deployment of intelligent, low-power IoT devices across various applications, improving efficiency and expanding the capabilities of edge computing.

Papers