Performance monitoring in the anomaly detection domain for the IT environment
US12309173B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Jun 10, 2021 |
| Grant date | May 20, 2025 |
| Priority date | — |
| Expiry date | Nov 5, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An approach is disclosed that retrieves a set of current system data corresponding to a computer system and a set of current outputs from an anomaly detection model that is monitoring the computer system. The current system data and the anomaly detection model outputs are input to a trained anomaly detection supervisor model. The trained anomaly detection supervisor model processes the inputs and provides a set of performance data corresponding to the anomaly detection model. The anomaly detection model is then adjusted when the set of performance data indicates that the anomaly detection model is performing below a threshold.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.