Machine learning-based generation of self-healing policies for error messages encountered on storage systems
US12253904B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 10, 2023 |
| Grant date | Mar 18, 2025 |
| Priority date | — |
| Expiry date | Dec 5, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F11/0793
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An apparatus comprises a processing device configured to determine information characterizing one or more errors detected on a first one of a set of two or more storage systems, the determined information comprising a configuration of the first storage system, error messages associated with the detected errors, recovery actions taken on the first storage system in response to the error messages, and system state information for the first storage system before and after the recovery actions. The processing device is also configured to generate, utilizing one or more machine learning algorithms based at least in part on the determined information, at least one self-healing policy specifying at least one recovery action to take in response to at least one of the error messages. The processing device is further configured to provision the generated at least one self-healing policy in storage controllers of each of the two or more storage systems.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.