Automated training environment selection
US12032986B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Sep 30, 2021 |
| Grant date | Jul 9, 2024 |
| Priority date | — |
| Expiry date | Jan 31, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A time series forecasting system is disclosed that receives a forecast request identifying a forecast to be made for a future time point and a time series dataset to be used for making the requested forecast. The system selects a model to be used for making the requested forecast and determines a set of one or more attributes of the time series dataset. Based on the set of attributes, the system selects a compute instance either from a shared node pool or a dedicated instance having a shape to be used for training the selected model and generating a forecast. The system then generates a forecast result for the future time point using the trained model and provides the forecast result as a response to the forecast request.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.