Method and system for implementing system monitoring and performance prediction
US11631012B2 · kind B2 · utility
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27Claims
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Key dates
| Filing date | Jun 30, 2020 |
| Grant date | Apr 18, 2023 |
| Priority date | — |
| Expiry date | May 18, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Described is an improved approach to implement an offline learning approach for machine learning that employs a window-based technique for predicting values within the window, and where outliers are identified and discarded from consideration. This approach efficiently permits offline learning to be employed in a manner that minimizes false positives, while also improving the quality of the data should retaining be required.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.