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Automated Optical Networks with Monitoring and Machine Learning | IEEE Conference Publication | IEEE Xplore

Automated Optical Networks with Monitoring and Machine Learning


Abstract:

We briefly review monitoring techniques for coherent optical networks. We leverage the collected information with machine learning and show how optical networks can benef...Show More

Abstract:

We briefly review monitoring techniques for coherent optical networks. We leverage the collected information with machine learning and show how optical networks can benefit from such techniques. We review how the optical network could be automated with learning techniques based on different use cases and associated architectures, ranging from low latency to high cognition requirements.
Date of Conference: 01-05 July 2018
Date Added to IEEE Xplore: 27 September 2018
ISBN Information:
Electronic ISSN: 2161-2064
Conference Location: Bucharest, Romania

References

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