2 papers
cs.NI2022
New Trends in Photonic Switching and Optical Network Architecture for Data Centre and Computing Systems
S. J. Ben Yoo
AI/ML for data centres and data centres for AI/ML are defining new trends in cloud computing. Disaggregated heterogeneous reconfigurable computing systems realized by photonic inte…
cs.NI2019
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
Xiaoliang Chen, Baojia Li, Roberto Proietti +3
This paper proposes DeepRMSA, a deep reinforcement learning framework for routing, modulation and spectrum assignment (RMSA) in elastic optical networks (EONs). DeepRMSA learns the…