OECC/PSC 2019

Presentation information

Poster Sessions

Poster Sessions

[WP4-A] Poster Session 2

Wed. Jul 10, 2019 3:00 PM - 4:30 PM Room H (2F, Fukuoka International Congress Center)

3:00 PM - 4:30 PM

[WP4-A5] Adaptive Failure Prediction Using Long Short-term Memory in Optical Network

〇Chunyu Zhang1, Minghui Wang2, Min Zhang1, Danshi Wang1, Chuang Song1, Luyao Guan1, Zhuo Liu3 (1Beijing Univ. of Posts and Telecommunications (BUPT), China, 2China State Shipbuilding Corporation, China, 3China Mobile Communications Corporation, China)

Keywords:Data analytics for network control and management in optical core/data center networks , Availability/reliability/disaster recovery in big data-oriented computing systems

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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