Adaptive sampling to build accurate application throughput models
US10346277B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Oct 12, 2017 |
| Grant date | Jul 9, 2019 |
| Priority date | — |
| Expiry date | Dec 28, 2037 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04W12/12
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
In one embodiment, a node in a network reports, to a supervisory service, histograms of application-specific throughput metrics measured from the network. The node receives, from the supervisory service, a merged histogram of application-specific throughput metrics. The supervisory service generated the merged histogram based on a plurality of histograms reported to the supervisory service by a plurality of nodes. The node performs, using the merged histogram, application throughput anomaly detection on traffic in the network. The node causes performance of a mitigation action in the network when an application throughput anomaly is detected. The node adjusts, based on a control command sent by the supervisory service, a histogram reporting strategy used by the node to report the histograms of application-specific throughput metrics to the supervisory service.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.