2 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
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…
A Modulation-Format Dependent Closed-form Expression for the Gaussian Noise Model in the Presence of Raman Amplification
H. Buglia, M. Jarmolovicius, L. Galdino +2
A closed-form expression that estimates the nonlinear interference of arbitrary modulation formats in Raman amplified links is presented. Accounting for any pumping schemes and int…