Performance index real-time prediction method, computer equipment and storage medium

The invention relates to a performance index real-time prediction method, computer equipment and a storage medium, and the method comprises the steps: carrying out the model training and selection according to a preset period; a performance index prediction step; wherein the model training and selec...

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1. Verfasser: ZHONG SHUYI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a performance index real-time prediction method, computer equipment and a storage medium, and the method comprises the steps: carrying out the model training and selection according to a preset period; a performance index prediction step; wherein the model training and selecting step comprises the following steps: acquiring time series data of a performance index in a previous time period; iteratively optimizing the plurality of time series prediction models by using the time series data according to at least part of model parameters obtained by last training of the plurality of time series prediction models; evaluating the prediction precision of the plurality of time series prediction models obtained by the training; selecting a time sequence prediction model ofthe performance index according to the prediction precision of the plurality of time sequence prediction models; wherein the performance index prediction step comprises the steps of receiving streaming time series data of per