Optical channel performance degradation intelligent early warning method, device, equipment and storage medium

Abstract

The invention discloses an intelligent pre-warning method, device, equipment and storage medium for performance degradation of an optical channel. The method acquires performance data of the optical channel to be monitored in a telecommunication transmission network, and constructs key performance indicators of the optical channel to be monitored according to the performance data. KPI performance prediction model; perform periodic trend prediction on the performance of the optical channel to be monitored according to the KPI performance prediction model, and obtain performance trend prediction results; judge whether the performance trend of the optical channel to be monitored is degraded according to the performance trend prediction result, and when performance trend degradation occurs, Early warning processing can carry out targeted modeling on the KPI performance indicators of the transmission network optical channel, ensuring that the model always maintains good prediction accuracy in the long-term application of the project; at the same time, based on the model, the long-term and short-term performance and trend of the KPI performance indicators Prediction and analysis to achieve early perception and automatic warning of optical channel performance degradation.

Description

technical field [0001] The present invention relates to the field of communication technology, in particular to an intelligent early warning method, device, equipment and storage medium for optical channel performance degradation. Background technique [0002] In the telecom optical transport network, the degradation of optical channel performance is an important factor affecting the quality of service transmission. According to statistics, about 60% of transmission failures are caused by the performance of optical channels; It is realized by manually setting some static thresholds for performance monitoring. When the performance value of the optical channel exceeds the threshold, the network management will report an alarm; this method has two main defects. The performance of the channel varies in different periods. If the threshold is set too high, it will not achieve the purpose of monitoring, and if the threshold is set too low, it will frequently generate some invalid a...

AI Technical Summary

Problems solved by technology

[0003] The main purpose of the present invention is to provide an intelligent pre-warning method, device, equipment and storage medium for optical channel performance degradation, aiming at solving the problem of inability to determine optical channel performance degradation in the prior art and lack of prediction of optical channel performance degradation Ability technical issues

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