Compute intensive stream processing
US10776711B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | May 12, 2015 |
| Grant date | Sep 15, 2020 |
| Priority date | — |
| Expiry date | Sep 25, 2036 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L45/08
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for stream processing. One method includes receiving an event stream of events by a first plurality of local modelers of a stream processing system. Each local modeler processes a portion of received events of the event stream according to a first set of operations, the operations including aggregating information associated with each event to generate aggregated information. One or more local modelers provide, to a first central modeler executing on the system, the respective aggregated information generated by one or more of the local modelers. A set of parameters of a respective machine learning model is determined using the received aggregated information.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.