Systems and methods for network optimization in a distributed big data environment
US10664631B1 · kind B1 · utility
Assignee
Inventor
Key dates
| Filing date | Jan 27, 2014 |
| Grant date | May 26, 2020 |
| Priority date | — |
| Expiry date | Mar 1, 2036 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q30/0201
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods for network optimization in a distributed big data environment are provided. According to an aspect of the invention, a processor performs an optimization method by dividing a data set into a plurality of partitions. For each of the partitions, the processor generates a mathematical representation of a model by associating input data with elements of the model, wherein the mathematical representation includes an objective and at least one constraint. The processor forms a master objective by combining the objectives for the partitions, and forms a set of master constraints by combining the constraints for the partitions. The processor then generates an optimized solution based on the master objective and the master constraints.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.