Machine learning to monitor operations of a device
US11625633B2 · kind B2 · utility
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5References
19Claims
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Key dates
| Filing date | May 26, 2020 |
| Grant date | Apr 11, 2023 |
| Priority date | — |
| Expiry date | May 25, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N5/04
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A multi-tier machine learning engine receives signal data characterizing a monitored signal of the computing platform. The machine learning engine can include a plurality of tiers that employ frequency domain analysis on the signal data to identify an application executing on the computing platform and a module and/or loop of the identified application and employ time domain analysis on the signal data to identify timing of events within the identified module and/or loop of the identified application.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.