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DATA MANAGEMENT, REDUCTION AND SAMPLING SCHEMES FOR STORAGE DEVICE FAILURE
DATA MANAGEMENT, REDUCTION AND SAMPLING SCHEMES FOR STORAGE DEVICE FAILURE
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机译:存储设备故障的数据管理,减少和采样方案
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摘要
In a method for training a machine learning model, the method includes: segmenting, by a processor, a dataset from a database into one or more datasets based on time period windows; assigning, by the processor, one or more weighted values to the one or more datasets according to the time period windows of the one or more datasets; generating, by the processor, a training dataset from the one or more datasets according to the one or more weighted values; and training, by the processor, the machine learning model using the training dataset.
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