This area focuses on embedding lightweight artificial intelligence into distributed computing infrastructures to enable low-latency, privacy-preserving intelligence at the network edge. Research emphasizes edge computing, intelligent caching, and resource-efficient machine learning across adaptive sensor networks and IoT devices, creating smart, interconnected environments that enhance comfort, security, and efficiency while addressing the social and ethical implications of pervasive intelligent technologies.