Telecommunications Science ›› 2014, Vol. 30 ›› Issue (6): 152-156.doi: 10.3969/j.issn.1000-0801.2014.06.025

• Operating technology wide-angle • Previous Articles    

Network Anomaly Prediction Method Based on Big Data

Xu Cao,Ruitong Cao   

  1. China United Network Communications Co.,Ltd.,Beijing 100033,China
  • Online:2014-06-15 Published:2014-06-15

Abstract:

With the development of the network technology and expansion of the network size,the probability of network anomaly is greatly increased,which makes network management face greater challenges.An important task of network management is network anomaly detection in time based on the data got by network management system (NMS); the performance of network management will be great improved if the network anomaly could be detected before it really happen.A method of network anomaly prediction based on big data was presented,the traditional process act as “first alarm,then solve”was replaced by anomaly prediction process.The result is significant for improving network availability and reliability.

Key words: network management, anomaly prediction, big data, time series analysis

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