Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry

2020 European Conference on Optical Communications (ECOC) ◽

10.1109/ecoc48923.2020.9333313 ◽

2020 ◽

Author(s):

Kayol S. Mayer ◽

Jonathan A. Soares ◽

Rossano P. Pinto ◽

Christian E. Rothenberg ◽

Dalton S. Arantes ◽

...

Keyword(s):

Machine Learning ◽

Soft Failure ◽

Failure Localization

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Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry

10.1364/ofc.2021.m2b.5 ◽

2021 ◽

Author(s):

Rossano P. Pinto ◽

Kayol S. Mayer ◽

Jonathan A. Soares ◽

Dalton S. Arantes ◽

Darli A. A. Mello ◽

...

Keyword(s):

Soft Failure ◽

Failure Localization

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Soft-Failure Localization and Device Working Parameters Estimation in Disaggregated Scenarios

Optical Fiber Communication Conference (OFC) 2020 ◽

10.1364/ofc.2020.th1f.2 ◽

2020 ◽

Author(s):

S. Barzegar ◽

E. Virgillito ◽

M. Ruiz ◽

A. Ferrari ◽

A. Napoli ◽

...

Keyword(s):

Parameters Estimation ◽

Soft Failure ◽

Working Parameters ◽

Failure Localization

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DiagSoftfailure: Automated Soft-Failure Diagnostic Tool Using Machine Learning for Network Users

10.2172/1575995 ◽

2019 ◽

Author(s):

Bin Xie

Keyword(s):

Machine Learning ◽

Diagnostic Tool ◽

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Soft Failure Localization in Elastic Optical Networks

2018 20th International Conference on Transparent Optical Networks (ICTON) ◽

10.1109/icton.2018.8473716 ◽

2018 ◽

Author(s):

Alba P. Vela ◽

Behnam Shariati ◽

Marc Ruiz ◽

Jaume Comellas ◽

Luis Velasco

Keyword(s):

Optical Networks ◽

Soft Failure ◽

Failure Localization

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Laser Assisted Device Alteration, Efficient Application for Soft Failure Localization on Advanced Node

2018 IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA) ◽

10.1109/ipfa.2018.8452489 ◽

2018 ◽

Author(s):

Kuang Yuan Chao ◽

Jeng Hung Pan ◽

Hsin Hung Chou ◽

Shih Yuan Liu Chong ◽

James CC Chang ◽

...

Keyword(s):

Soft Failure ◽

Failure Localization

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Soft Failure Localization During Commissioning Testing and Lightpath Operation

Journal of Optical Communications and Networking ◽

10.1364/jocn.10.000a27 ◽

2017 ◽

Vol 10 (1) ◽

pp. A27 ◽

Author(s):

A. P. Vela ◽

B. Shariati ◽

M. Ruiz ◽

F. Cugini ◽

A. Castro ◽

...

Keyword(s):

Soft Failure ◽

Failure Localization

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Soft-Failure Localization and Time-Dependent Degradation Detection for Network Diagnosis

2020 22nd International Conference on Transparent Optical Networks (ICTON) ◽

10.1109/icton51198.2020.9203029 ◽

2020 ◽

Author(s):

Sima Barzegar ◽

Marc Ruiz ◽

Luis Velasco

Keyword(s):

Time Dependent ◽

Soft Failure ◽

Network Diagnosis ◽

Failure Localization

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Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks

Journal of Optical Communications and Networking ◽

10.1364/jocn.10.000162 ◽

2018 ◽

Vol 10 (3) ◽

pp. 162 ◽

Author(s):

T. Panayiotou ◽

S. P. Chatzis ◽

G. Ellinas

Keyword(s):

Machine Learning ◽

Optical Networks ◽

Statistical Machine Learning ◽

Failure Localization

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Machine-Learning-Based Soft-Failure Detection and Identification in Optical Networks

Optical Fiber Communication Conference ◽

10.1364/ofc.2018.m3a.5 ◽

2018 ◽

Author(s):

Shahin Shahkarami ◽

Francesco Musumeci ◽

Filippo Cugini ◽

Massimo Tornatore

Keyword(s):

Machine Learning ◽

Optical Networks ◽

Failure Detection ◽

Soft Failure ◽

Detection And Identification

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ML-based Soft-failure Localization with Partial SDN Telemetry

Journal of Optical Communications and Networking ◽

10.1364/jocn.424654 ◽

2021 ◽

Author(s):

Kayol Mayer ◽

Jonathan Soares ◽

Rossano Pinto ◽

Christian Rothenberg ◽

Dalton Arantes ◽

...

Keyword(s):

Soft Failure ◽

Failure Localization

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