Pervasive Computing

Pervasive computing focuses on seamlessly integrating computing capabilities into everyday objects and environments, aiming to create intelligent, interconnected systems. Current research emphasizes developing energy-efficient deep learning accelerators for embedded devices, utilizing multimodal sensor data for context-aware applications via large language models and visual prompting, and addressing challenges like privacy concerns and data heterogeneity through federated learning and continual learning techniques. This field is significant for its potential to improve various aspects of daily life, from healthcare and personalized services to industrial automation and environmental monitoring, while also raising important ethical considerations regarding fairness and data security.