Machine learning based content delivery
US10311372B1 · kind B1 · utility
44Cited by
89References
20Claims
0Family size
Assignee
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Key dates
| Filing date | Dec 19, 2014 |
| Grant date | Jun 4, 2019 |
| Priority date | — |
| Expiry date | Nov 10, 2036 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L67/60
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Systems and methods for managing content delivery functionalities based on machine learning models are provided. In one aspect, content requests are routed in accordance with clusters of historical content requests to optimize cache performance. In another aspect, content delivery strategies for responding to content requests are determined based on a model trained on data related to historical content requests. The model may also be used to determine above-the-fold configurations for rendering responses to content requests. In some embodiments, portions of the model can be executed on client computing devices.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.