Systems and methods for autoscaling instance groups of computing platforms
US10761889B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 4, 2019 |
| Grant date | Sep 1, 2020 |
| Priority date | — |
| Expiry date | Nov 4, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2209/5022
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods scale an instance group of a computing platform by determining whether to scale up or down the instance group by using historical data from prior jobs wherein the historical data includes one or more of: a data set size used in a prior related job and a code version for a prior related job. The systems and methods also scale the instance group up or down based on the determination. In some examples, systems and methods scale an instance group of a computing platform by determining whether to scale up or down the instance group by at least evaluating on-demand job request data for resource units (RUs), observing current job state data, and predicting resource unit need using historical data from prior related job executions. The systems and methods scale the instance group up or down based on the determination.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.