Systems and methods for predictive failure management
US7730364B2 · kind B2 · utility
85Cited by
4References
24Claims
0Family size
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Key dates
| Filing date | Apr 5, 2007 |
| Grant date | Jun 1, 2010 |
| Priority date | — |
| Expiry date | Jun 19, 2028 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L43/022
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A system and method for using continuous failure predictions for proactive failure management in distributed cluster systems includes a sampling subsystem configured to continuously monitor and collect operation states of different system components. An analysis subsystem is configured to build classification models to perform on-line failure predictions. A failure prevention subsystem is configured to take preventive actions on failing components based on failure warnings generated by the analysis subsystem.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.