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Adaptive Failure Prediction Using Long Short-term Memory in Optical Network | IEEE Conference Publication | IEEE Xplore

Adaptive Failure Prediction Using Long Short-term Memory in Optical Network


Abstract:

We propose an adaptive failure prediction scheme based on LSTM leveraging actual datasets from network operator, the experimental results verify that the average accuracy...Show More

Abstract:

We propose an adaptive failure prediction scheme based on LSTM leveraging actual datasets from network operator, the experimental results verify that the average accuracy of failure prediction is 93.8%.
Date of Conference: 07-11 July 2019
Date Added to IEEE Xplore: 29 August 2019
ISBN Information:
Conference Location: Fukuoka, Japan

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