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We model and experimentally demonstrate a novel performance learning method based on monitoring and Gaussian process. After 436km dark fiber transmission the model captures most of the test data with reasonable prediction error and enables a robust QoT predictor.
|Title of host publication||2018 Optical Fiber Communications Conference and Exposition (OFC)|
|Number of pages||3|
|Publication status||Published - 2018|
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