International Business Machines Corporation

John O'Malley

Michael J Ryan

Resolving software patch issues is provided. Recorded activities performed by users to resolve an issue with a patch applied to an application on a group of client devices are compared. A set of common user activities are identified within the recorded activities performed by the users. A subset of highest ranking common user activities is selected from the set of common user activities. A fix for the issue with the patch is generated based on the subset of highest ranking common user activities. Corrective action based on the fix is taken to resolve the issue with the patch on a client device, the client device experiencing the issue resolved by users on the group of client devices.

Cognitive analysis and resolution of erroneous software patches

Managing application changes is provided. Devices within a plurality of devices are grouped to form a set of devices based on configuration data corresponding to the devices. An application change is deployed to a subset of the set of devices in response to determining that the application change is available. Performance data corresponding to the application change is collected from the subset of devices over a predefined time period. The application change is deployed to a remainder of devices in the set of devices in response to the performance data indicating a positive application change to the subset of devices increasing a level of performance of the subset of devices greater than an increased performance threshold level.

Growing community of inventors

Newcastle, Ireland

John O'Malley