White box optical network fault detection based on blockchain
Aiming at the problem of anomaly detection of white-box communication network equipment,a white-box optical net-work fault detection scheme based on blockchain is proposed.Firstly,a data collection oriented blockchain architecture and a da-ta collection and storage scheme based on blockchain are designed.Then,a data anomaly detection algorithm based on autoen-coder is designed.Finally,the autoencoder model is deployed to the blockchain consensus device to form a complete blockchain-based anomaly detection mechanism.The experimental results show that the proposed scheme can quickly realize the on-link storage of data collected by different devices,accurately and quickly identify the abnormal data of devices,and realize the re-al-time anomaly detection of network devices.
white box optical networkanomaly detectionblockchainautoencoder
国家科技期刊平台
NSTL
万方数据
