Input processing for machine learning
US11100420B2 · kind B2 · utility
6Cited by
22References
22Claims
0Family size
Assignee
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Key dates
| Filing date | Aug 14, 2014 |
| Grant date | Aug 24, 2021 |
| Priority date | — |
| Expiry date | Jan 7, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A record extraction request for a data set is received at a machine learning service. A plan to perform one or more chunk-level operations (such as sampling, shuffling, splitting or partitioning for parallel computation) on chunks of the data set is generated. A set of data transfers that results in a particular chunk being stored in a particular server's memory is initiated to implement the first chunk-level operation of the sequence. A second operation such as another filtering operation or a feature processing operation is performed on a result set of the first chunk-level operation.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.