Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths [Invited]

Francesco Musumeci 0001, Virajit Garbhapu Venkata, Yusuke Hirota, Yoshinari Awaji, Sugang Xu, Masaki Shiraiwa, Biswanath Mukherjee, Massimo Tornatore. Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths [Invited]. JOCN, 14(2), 2022. [doi]

Authors

Francesco Musumeci 0001

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Virajit Garbhapu Venkata

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Yusuke Hirota

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Yoshinari Awaji

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Sugang Xu

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Masaki Shiraiwa

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Biswanath Mukherjee

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Massimo Tornatore

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