Citrix Systems, Inc.
Systems and methods for machine learning based equipment maintenance scheduling

Abstract:

Described implementations provide systems and methods for automated maintenance of computing devices. The automated maintenance of computing devices may receive, by a management system from a server device providing services to a plurality of client devices, performance values for a plurality of time periods. The automated maintenance of computing devices may calculate, by the management system, for each time period, a score as a weighted sum of the performance values corresponding to the time period, the plurality of calculated scores stored in an array. The automated maintenance of computing devices may select, by the management system based on the array, a maintenance time for the server device. The automated maintenance of computing devices may initiate maintenance of the server device, responsive to a present time corresponding with the maintenance time for the server device.