Patent ID: 11868791
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system comprising:
a device emulation system;
a client environment;
a processor; and
memory comprising instructions, which when executed by the processor, perform a method comprising:
obtaining, by a predictor, a future state prediction request associated with an application upgrade on an emulation of a client device, wherein:
the application upgrade failed,
the application upgrade is associated with the client device executing on a client environment, and
the application upgrade is performed in a device emulation container in a device emulation system, wherein the device emulation container comprises the emulation of the client device;

in response to the future state prediction request:
obtaining live data associated with the application upgrade;
performing natural language processing on the live data to obtain processed live data;
applying a future state prediction model to the processed live data to generate a future state prediction; and
initiating remediation of the application upgrade based on the future state prediction.