Data mining method and node
US10102038B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Dec 27, 2016 |
| Grant date | Oct 16, 2018 |
| Priority date | — |
| Expiry date | Apr 14, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2216/03
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A data mining method and a node are provided. The method includes: obtaining predicted execution time of each computing subnode in a current round of iteration of a task, and allocating a corresponding volume of task data to the computing subnode; after the current round of iteration is executed, collecting execution status information of each computing subnode in the current round of iteration, and accordingly determining whether the task data volume of each computing subnode needs to be adjusted in a next round of iteration; and performing the next round of iteration according to the adjusted task data volume. Therefore, a corresponding volume of task data can be allocated according to a capability of each computing subnode. In this way, some unnecessary load balancing processes can be avoided, network consumption can be reduced, and data mining performance of a system can be improved.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.