Managing input sensitivity of an information handling system
Managing input sensitivity of an information handling system, including performing a calibration and configuration of an input sensitivity management model, including: identifying contextual data associated with the information handling system, the contextual data including i) system characteristics of the information handling system and ii) o user characteristics of a user of the information handling system; identifying historic states of the information handling system, the historic states including for each state in time of the information handling system, inputs to the information handling system and outputs of the information handling system based on the inputs to the information handling system; training, based on the contextual data and the historic states, the input sensitivity management model for determining an input sensitivity of the inputs to the information handling system; performing, after performing the calibration and configuration of the input sensitivity management model, a steady-state monitoring of the information handling system.
1. A computer-implemented method for managing input sensitivity of an information handling system, comprising:
performing a calibration and configuration of an input sensitivity management model, including:
identifying contextual data associated with the information handling system, the contextual data including i) one or more system characteristics of the information handling system and ii) one or more user characteristics of a user of the information handling system;
identifying historic states of the information handling system, the historic states including for each state in time of the information handling system, inputs to the information handling system and outputs of the information handling system based on the inputs to the information handling system, the inputs including a latency of inputs, the outputs include a video stream;
training, based on the contextual data and the historic states, the input sensitivity management model for determining an input sensitivity of the inputs to the information handling system;
performing, after performing the calibration and configuration of the input sensitivity management model, a steady-state monitoring of the information handling system, including:
monitoring the contextual data of the information handling system;
identifying a current state of the information handling system including current inputs to the information handling system and current outputs to the information handling system based on the current inputs to the information handling system, the current inputs including a current latency of inputs, the outputs including a current video stream;
in response to monitoring the contextual data of the information handling system and based on the current state of the information handling system, accessing the input sensitivity management model to determine the input sensitivity of the current inputs to the information handling system; and
adjusting, based on the input sensitivity of the current inputs indicated by the input sensitivity management model, a frame rate of the inputs.
2. The computer-implemented method of claim 1 , further comprising:
updating a data store storing the historic states of the information handling system to indicate, based on the current inputs to the information handling system, the corresponding input sensitivities of the current inputs.
3. The computer-implemented method of claim 1 , further comprising:
ranking the current inputs to the information handling system based on the input sensitivity of each of the current inputs.
4. The computer-implemented method of claim 3 , further comprising:
determining a prioritization of the inputs to the information handling system based on the ranking.
5. The computer-implemented method of claim 4 , after determining the input sensitivity of the current inputs to the information handling system, prioritizing processing workloads at the information handling system based on the prioritization of the inputs.
6. The computer-implemented method of claim 4 , further comprising determining the prioritization of the inputs to the information handling system based on the ranking, a current input prioritization, and a current system resource utilization.
7. The computer-implemented method of claim 1 , wherein the one or more system characteristics includes operating environment of the information handling system, information handling system workload, information handling system configuration, network characteristics associated with the information handling system, and resource utilization of the information handling system.
8. An information handling system comprising a processor having access to memory media storing instructions executable by the processor to perform operations comprising, comprising:
performing a calibration and configuration of an input sensitivity management model, including:
identifying contextual data associated with the information handling system, the contextual data including i) one or more system characteristics of the information handling system and ii) one or more user characteristics of a user of the information handling system;
identifying historic states of the information handling system, the historic states including for each state in time of the information handling system, inputs to the information handling system and outputs of the information handling system based on the inputs to the information handling system, the inputs including a latency of inputs, the outputs include a video stream;
training, based on the contextual data and the historic states, the input sensitivity management model for determining an input sensitivity of the inputs to the information handling system;
performing, after performing the calibration and configuration of the input sensitivity management model, a steady-state monitoring of the information handling system, including:
monitoring the contextual data of the information handling system;
identifying a current state of the information handling system including current inputs to the information handling system and current outputs to the information handling system based on the current inputs to the information handling system, the current inputs including a current latency of inputs, the outputs including a current video stream; and
in response to monitoring the contextual data of the information handling system and based on the current state of the information handling system, accessing the input sensitivity management model to determine the input sensitivity of the current inputs to the information handling system; and
adjusting, based on the input sensitivity of the current inputs indicated by the input sensitivity management model, a frame rate of the inputs.
9. The information handling system of claim 8 , the operations further comprising:
updating a data store storing the historic states of the information handling system to indicate, based on the current inputs to the information handling system, the corresponding input sensitivities of the current inputs.
10. The information handling system of claim 8 , the operations further comprising:
ranking the current inputs to the information handling system based on the input sensitivity of each of the current inputs.
11. The information handling system of claim 10 , the operations further comprising:
determining a prioritization of the inputs to the information handling system based on the ranking.
12. The information handling system of claim 11 , after determining the input sensitivity of the current inputs to the information handling system, prioritizing processing workloads at the information handling system based on the prioritization of the inputs.
13. The information handling system of claim 11 , the operations further comprising
determining the prioritization of the inputs to the information handling system based on the ranking, a current input prioritization, and a current system resource utilization.
14. The information handling system of claim 8 , wherein the one or more system characteristics includes operating environment of the information handling system, information handling system workload, information handling system configuration, network characteristics associated with the information handling system, and resource utilization of the information handling system.
15. A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:
performing a calibration and configuration of an input sensitivity management model, including:
identifying contextual data associated with an information handling system, the contextual data including i) one or more system characteristics of the information handling system and ii) one or more user characteristics of a user of the information handling system;
identifying historic states of the information handling system, the historic states including for each state in time of the information handling system, inputs to the information handling system and outputs of the information handling system based on the inputs to the information handling system, the inputs including a latency of inputs, the outputs include a video stream;
training, based on the contextual data and the historic states, the input sensitivity management model for determining an input sensitivity of the inputs to the information handling system;
performing, after performing the calibration and configuration of the input sensitivity management model, a steady-state monitoring of the information handling system, including:
monitoring the contextual data of the information handling system;
identifying a current state of the information handling system including current inputs to the information handling system and current outputs to the information handling system based on the current inputs to the information handling system, the current inputs including a current latency of inputs, the outputs including a current video stream; and
in response to monitoring the contextual data of the information handling system and based on the current state of the information handling system, accessing the input sensitivity management model to determine the input sensitivity of the current inputs to the information handling system; and
adjusting, based on the input sensitivity of the current inputs indicated by the input sensitivity management model, a frame rate of the inputs.
16. The non-transitory computer-readable medium of claim 15 , the operations further comprising:
updating a data store storing the historic states of the information handling system to indicate, based on the current inputs to the information handling system, the corresponding input sensitivities of the current inputs.
17. The non-transitory computer-readable medium of claim 15 , the operations further comprising:
ranking the current inputs to the information handling system based on the input sensitivity of each of the current inputs.
18. The non-transitory computer-readable medium of claim 17 , the operations further comprising:
determining a prioritization of the inputs to the information handling system based on the ranking.
19. The non-transitory computer-readable medium of claim 18 , after determining the input sensitivity of the current inputs to the information handling system, prioritizing processing workloads at the information handling system based on the prioritization of the inputs.
20. The non-transitory computer-readable medium of claim 18 , the operations further comprising
determining the prioritization of the inputs to the information handling system based on the ranking, a current input prioritization, and a current system resource utilization.