Alonica R. Villanueva

Agentic AI for QoS-driven Adaptive Routing in Small-to-Medium Scale Software-Defined Networks

Software-Defined Networking enables centralized, programmable traffic management, yet existing routing approaches face limitations in balancing multiple quality of service objectives. Classical algorithms minimize single metrics, while Machine Learning and Deep Learning methods require extensive training data and lack...