The present invention relates to a TSD-based data prediction method using robust, and more particularly, an appropriate trend detection, optimal seasonality detection, and log regression of time series data in data prediction for IT resource monitoring. The present invention relates to a TSD-based data prediction method capable of improving the accuracy of data prediction over time using seasonal analysis.
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