Network Fault Prediction Based on Regression Analysis Method
Li Deng, Fan Geng, Liu Zhixue · Jisuanji gongcheng · 2012
A single module failure rate prediction method is proposed using regression model.Through converting polynomial regression model to multiple linear regression to solve parameter value,the prediction equation is acquired.Checking significance of equation and coefficient,a new equation of which the fitting effects are better is established.The new equation is verified through some types of module failure rate data obtained from network experiment.The result shows that the proposed model can be used as a supporting model in the decision-making of a single module failure rate prediction.