2 papers
cs.NI2025
Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?
Michael Doherty, Robin Matzner, Rasoul Sadeghi +2
The application of reinforcement learning (RL) to dynamic resource allocation in optical networks has been the focus of intense research activity in recent years, with almost 100 p…
cs.NI2024
Topology Bench: Systematic Graph Based Benchmarking for Core Optical Networks
Robin Matzner, Akanksha Ahuja, Rasoul Sadeghi +4
Topology Bench is a comprehensive topology dataset designed to accelerate benchmarking studies in optical networks. The dataset, focusing on core optical networks, comprises public…