System capacity prediction method based on service volume
A system capacity and prediction method technology, applied in genetic rules, gene models, error detection/correction, etc., can solve problems such as strong correlation, lack of general methods for system capacity prediction, lack of direct application in actual business scenarios, etc., and achieve outstanding results Substantive characteristics, effect of guaranteeing service quality
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[0014] The specific implementation of the present invention will be described in further detail below in conjunction with the accompanying drawings of the embodiments, so as to make the technical solution of the present invention easier to understand and grasp, so as to define the protection scope of the present invention more clearly.
[0015] As mentioned above, in Internet applications, the prediction of hardware system capacity is strongly related to service access conditions, so it is necessary to correlate service prediction when performing system capacity prediction. The overview of the forecasting method is as follows: collect raw data of at least one month, first remove the influence of seasonal factors, then select a model group based on linear model, moving average model and ARIMA model, and use multiple regression models to calculate the weight index of each model, Then introduce genetic algorithm machine learning to iteratively optimize the model group to obtain th...
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