Methods and apparatus for multi-site time series data analysis
US10733514B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 30, 2016 |
| Grant date | Aug 4, 2020 |
| Priority date | — |
| Expiry date | Nov 15, 2036 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2201/88
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and apparatus are provided for multi-site time series data analysis. An exemplary method comprises obtaining a plurality of vectors over a period of time, wherein each vector comprises a local health score from each of a plurality of distributed sites that perform operational analytics on time-series data; determining a distribution of the vectors during a training phase; and calculating a global health score for the plurality of distributed sites for a given vector during a prediction phase based on a distance of the given vector from a center of mass of the distribution. Feedback is optionally provided to individual sites, such as an indication of a local health score of an individual site relative to the global health score, and adjustments to thresholds and/or parameters used by the individual site.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.