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Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths

J. Opt. Commun. Netw. 11(1), A1-A10 (2019)  View: HTML | PDF

Robust Regenerator Allocation in Nonlinear Flexible-Grid Optical Networks With Time-Varying Data Rates

J. Opt. Commun. Netw. 10(11), 823-831 (2018)  View: HTML | PDF

Tidal-Traffic-Aware Routing and Spectrum Allocation in Elastic Optical Networks

J. Opt. Commun. Netw. 10(11), 832-842 (2018)  View: HTML | PDF

Orchestrating Lightpath Recovery and Flexible Functional Split to Preserve Virtualized RAN Connectivity

J. Opt. Commun. Netw. 10(11), 843-851 (2018)  View: HTML | PDF

Layout Model for Optical Interconnects Based on λ-Routing Grids and Topology Embeddings

J. Opt. Commun. Netw. 10(11), 852-865 (2018)  View: HTML | PDF

Optical Layer Routing Influence on Software-Defined C-RAN Survivability

J. Opt. Commun. Netw. 10(11), 866-877 (2018)  View: HTML | PDF

Alien Wavelengths Over Optical Transport Networks

J. Opt. Commun. Netw. 10(11), 878-888 (2018)  View: HTML | PDF

Deep-Neural-Network-Based Wavelength Selection and Switching in ROADM Systems

J. Opt. Commun. Netw. 10(10), D1-D11 (2018)  View: HTML | PDF

Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks

J. Opt. Commun. Netw. 10(10), D12-D28 (2018)  View: HTML | PDF

Deep-Learning-Assisted Network Orchestration for On-Demand and Cost-Effective vNF Service Chaining in Inter-DC Elastic Optical Networks

J. Opt. Commun. Netw. 10(10), D29-D41 (2018)  View: HTML | PDF

Machine Learning Based Linear and Nonlinear Noise Estimation

J. Opt. Commun. Netw. 10(10), D42-D51 (2018)  View: HTML | PDF

Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction [Invited]

J. Opt. Commun. Netw. 10(10), D52-D62 (2018)  View: HTML | PDF

Simple Learning Method to Guarantee Operational Range of Optical Monitors

J. Opt. Commun. Netw. 10(10), D63-D71 (2018)  View: HTML | PDF

Using Machine Learning to Balance Energy Cost and Emissions in Optical Networks

J. Opt. Commun. Netw. 10(10), D72-D83 (2018)  View: HTML | PDF

Machine Learning Models for Estimating Quality of Transmission in DWDM Networks

J. Opt. Commun. Netw. 10(10), D84-D99 (2018)  View: HTML | PDF

Using Machine Learning in Communication Networks [Invited]

J. Opt. Commun. Netw. 10(10), D100-D109 (2018)  View: HTML | PDF

Auto-Tuning PID Distributed Power Control for Next-Generation Passive Optical Networks

J. Opt. Commun. Netw. 10(10), D110-D125 (2018)  View: HTML | PDF

Machine Learning for Network Automation: Overview, Architecture, and Applications [Invited Tutorial]

J. Opt. Commun. Netw. 10(10), D126-D143 (2018)  View: HTML | PDF

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