Adaptive Failure Prediction Using Long Short-term Memory in Optical Network
OECC/PSC(2019)
摘要
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%.
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关键词
Data analytics for network control and management in optical core/data center networks, Availability/reliability/disaster recovery in big data-oriented computing systems
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