11 citations
2 papers
cs.NI2022★ 11 cited
Forecasting Loss of Signal in Optical Networks with Machine Learning
Wenjie Du, David Cote, Chris Barber +1
Loss of Signal (LOS) represents a significant cost for operators of optical networks. By studying large sets of real-world Performance Monitoring (PM) data collected from six inter…
cs.NI2021
Dynamic CU-DU Selection for Resource Allocation in O-RAN Using Actor-Critic Learning
Shahram Mollahasani, Melike Erol-Kantarci, Rodney Wilson
Recently, there has been tremendous efforts by network operators and equipment vendors to adopt intelligence and openness in the next generation radio access network (RAN). The goa…