Intelligent self-configuring decision method for the cloud resources management and orchestration
US10467040B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Apr 10, 2018 |
| Grant date | Nov 5, 2019 |
| Priority date | — |
| Expiry date | Jun 21, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2009/45595
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
According to an embodiment of the invention, a method is provided for reducing the monitored-data load and the processing load/delay on a cloud management system (CMS). The method includes applying a prediction process to provide predicted key performance indicator (KPI) values for a plurality of VMs managed by the CMS during a first monitoring epoch; collecting, during the first monitoring epoch, observed KPI values for the plurality of VMs managed by the CMS; assessing the accuracy of the prediction process by way of calculating, according to a reward function, reward values for the plurality of VMs based on a deviation between the observed KPI values and the predicted KPI values; calculating a monitoring frequency for collecting monitoring information during a second monitoring epoch based on the reward values; and collecting the monitoring information during the second monitoring epoch according to the calculated monitoring frequency.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.