Elastic data sampling in a data pipeline
US12216625B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Jul 27, 2022 |
| Grant date | Feb 4, 2025 |
| Priority date | — |
| Expiry date | Jan 5, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/26
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Various embodiments comprise systems and methods to sample data outputs of a data pipeline. In some examples, data monitoring circuitry monitors the data pipeline wherein the data pipeline receives an input data set, processes the input data set, and responsively generates and transfers an output data set. The data monitoring circuitry ingests the output data set, determines an amount of available computing resources, and selects an amount of the values from the output data set based on the amount of available computing resources. The data monitoring circuitry generates a quality score for the selected values based on a data quality, generates a confidence score based on the amount of the selected values, and reports the quality score and the confidence score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.