Dynamic network management based on predicted usage
US11824794B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 20, 2022 |
| Grant date | Nov 21, 2023 |
| Priority date | — |
| Expiry date | May 20, 2042 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L47/83
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A system and method for bandwidth management are provided. In embodiments, a method includes: training, by a computing device, a predictive machine learning (ML) model based on historic network usage data of software applications in a cloud environment and historic business context data; assigning, by the computing device, priority rankings to software application activities of the cloud environment using the predictive ML model based on predicted resource requirements for the software application activities of the cloud environment and predicted contextual scenarios that impact the predicted resource requirements using an input of real-time network usage data of the cloud environment and real-time business context data; and initiating, by the computing device, scheduling of the software application activities based on the priority rankings.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.