Management of predictive models of a communication network
US12284086B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Oct 26, 2020 |
| Grant date | Apr 22, 2025 |
| Priority date | — |
| Expiry date | May 31, 2042 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L41/145
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A computer implemented method of managing a predictive model of a communication network, wherein the predictive model is configured to identify and correct forthcoming failures in network devices based on data collected from the network devices. The method includes allocating network devices of the communication network into first and second clusters, disabling the predictive model in the first cluster, enabling the predictive model in the second cluster, collecting data from the first cluster, repeating said disabling, enabling and collecting with a new allocation of first and second clusters to continuously collect data with different allocation of first and second clusters, and outputting at least the data collected from the first cluster for analysis of the predictive model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.