3 papers
cs.NI2025
QoS-Aware Service Restoration in 5G Optical Transport Networks
Zahra Sharifi Soltani, Arash Rezaee, Orlando Arias +1
Only the chairs can edit The rapid growth of high-bandwidth applications in fifth-generation (5G) networks and beyond has driven a substantial increase in traffic within transport…
cs.NI2025
FUSION: A Flexible Unified Simulator for Intelligent Optical Networking
Ryan McCann, Arash Rezaee, Vinod M. Vokkarane
The increasing demand for flexible and efficient optical networks has led to the development of Software-Defined Elastic Optical Networks (SD-EONs). These networks leverage the pro…
cs.NI2024
Enhancing Routing in SD-EONs through Reinforcement Learning: A Comparative Analysis
Ryan McCann, Arash Rezaee, Vinod M. Vokkarane
This paper presents an optimization framework for routing in software-defined elastic optical networks using reinforcement learning algorithms. We specifically implement and compar…