Holistic methodology for big data analytics
US9798788B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Mar 15, 2013 |
| Grant date | Oct 24, 2017 |
| Priority date | — |
| Expiry date | May 30, 2034 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/2465
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Example embodiments of the present invention include a method, a system, and a computer program product for provisioning a computing system in accordance with an automated data analytics lifecycle. The method includes defining a holistic context of an analytics lifecycle for an analytic problem. One or more data sets for solving the analytic problem and at least a portion of original data in the one or more data sets may be conditioned to generate conditioned data. The method also includes selecting a model to analyze at least one of the original data and the conditioned data and executing the selected model on at least one of a portion of the original data and a portion of the conditioned data to confirm an adequacy of the selected model. Results of execution may be communicated to at least one entity for provisioning computing resources to implement the selected model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.