Operating system backup and restoration using artificial intelligence techniques

A non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code when executed by at least one processing device causes the at least one processing device:

• to process at least a portion of one or more data structures comprising data pertaining to one or more user interface elements in connection with at least one user device and at least one application;
• to identify patterns across multiple user devices and the at least one application by processing usage data, associated with the multiple user devices and the at least one application, using one or more artificial intelligence techniques, wherein identifying the patterns comprises identifying patterns related to temporal duration of one or more data backup operations, frequency of the one or more data backup operations, temporal duration of one or more data restoration operations and frequency of the one or more data restoration operations;
• to automatically execute, in connection with one or more operating system modifications associated with the at least one user device, the one or more data backup operations related to the at least one application based at least in part on the processing of the data pertaining to the one or more user interface elements and at least one of the one or more identified patterns;
• and
• to automatically execute, in connection with the one or more operating system modifications associated with the at least one user device, the one or more data restoration operations comprising restoring at least a portion of data, stored as part of the one or more data backup operations, to one or more of the at least one user device and the at least one application.

An apparatus comprising:

• at least one processing device comprising a processor coupled to a memory;
• the at least one processing device being configured:
• to process at least a portion of one or more data structures comprising data pertaining to one or more user interface elements in connection with at least one user device and at least one application;
• to identify patterns across multiple user devices and the at least one application by processing usage data, associated with the multiple user devices and the at least one application, using one or more artificial intelligence techniques, wherein identifying the patterns comprises identifying patterns related to temporal duration of one or more data backup operations, frequency of the one or more data backup operations, temporal duration of one or more data restoration operations and frequency of the one or more data restoration operations;
• to automatically execute, in connection with one or more operating system modifications associated with the at least one user device, the one or more data backup operations related to the at least one application based at least in part on the processing of the data pertaining to the one or more user interface elements and at least one of the one or more identified patterns;
• and
• to automatically execute, in connection with the one or more operating system modifications associated with the at least one user device, the one or more data restoration operations comprising restoring at least a portion of data, stored as part of the one or more data backup operations, to one or more of the at least one user device and the at least one application.