公开(公告)号：US20240193066A1

公开(公告)日：2024-06-13

申请号：US18080667

申请日：2022-12-13

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Ajay Sood ,  Santanak R. Chowdhury ,  Sonia B. Thomas ,  Charles W. Roark ,  Amrit Goyal

IPC: G06F11/34 ,  G06N20/00

CPC classification number: G06F11/3409 ,  G06N20/00

Abstract: An AI-based recommendation and alerting system and method for identifying performance or productivity degradation in devices when application profiles are changed in a logical group based on business function, site, or an organization are disclosed herein. An example method includes receiving indications of instances of performance degradation associated with devices; determining application profile changes associated with the devices, having occurred prior to the instances of performance degradation; determining a likelihood that the application profile changes are related to the instances of performance degradation associated with the devices by applying a machine learning model executing on to the indications of instances of performance degradation associated with the devices and the application profile changes associated with the one or more devices; and identifying fixes to the application profiles associated with the devices that may be applied to mitigate the instances of performance degradation associated with the devices.