Data management, reduction and sampling schemes for storage device failure
US11669754B2 · kind B2 · utility
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4References
20Claims
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Key dates
| Filing date | May 11, 2020 |
| Grant date | Jun 6, 2023 |
| Priority date | — |
| Expiry date | Jul 14, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q10/06315
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.