Expand this Topic clickable element to expand a topic
OSA Publishing

1 October 2018, Volume 10, Issue 10, pp. ML1-ML2; D1-D143   12 articles

Sort:

Introduction to the JOCN Special Issue on Machine Learning and Data Analytics for Optical Communications and Networking

J. Opt. Commun. Netw. 10(10), ML1-ML2 (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

Spotlight on Optics

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

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

Select as filters


    Select Topics Cancel
    © Copyright 2018 | The Optical Society. All Rights Reserved