METHOD FOR PREDICTING USAGE FOR CLOUD STORAGE SERVICE AND SYSTEM THEREFOR
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United States of America Patent
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Issued Date -
Jul 4, 2024
app pub date -
Oct 23, 2023
filing date -
Dec 29, 2022
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Abstract
Provided are a method for predicting usage for cloud storage service and system therefor. The method according to some embodiments may include obtaining a time series dataset through monitoring usage of storage resource, extracting a plurality of candidate training sets from the time series dataset, evaluating suitability of the plurality of candidate training sets to a linear regression model, wherein an independent variable of the linear regression model comprises a time variable and a dependent variable represents usage of the storage resource; selecting a training set from the plurality of candidate training sets based on the evaluation result, and predicting future usage of the storage resource through the linear regression model trained with the training set.
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