Online Learning for Network Resource Allocation

Tareq Si Salem

Abstract: Motivation. Connectivity and ubiquity of computing devices enabled a wide spectrum of network applications such as content delivery, interpersonal communication, and intervehicular communication. New use cases (e.g., autonomous driving, augmented reality, and tactile internet) require satisfying user-generated and machine-generated demand with stringent low-latency and high-bandwidth guarantees.