Predictive storage management system
US11256595B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 11, 2019 |
| Grant date | Feb 22, 2022 |
| Priority date | — |
| Expiry date | Oct 23, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2009/45562
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A predictive storage management system includes a storage system having storage devices, and a predictive storage management device coupled to the storage system via a network. The predictive storage management device includes a statistical time-series storage device usage sub-engine that retrieves first storage device usage data from a first storage device in the storage system and uses it to generate a first storage device usage trend model. A machine-learning storage system usage sub-engine in the predictive storage management device retrieves storage system implementation information from the storage system and uses it to generate a storage system implementation model. A storage management sub-engine in the predictive storage management device analyzes the first storage device usage trend model and the storage system implementation model to predict future usage of the first storage device and, based on that predicted future usage, performs a management action associated with the first storage device.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.