| CPC G06F 16/162 (2019.01) [G06F 11/3442 (2013.01); G06F 16/1727 (2019.01)] | 20 Claims |
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8. A system comprising:
a processing device; and
a memory device that includes instructions executable by the processing device for causing the processing device to perform operations comprising:
generate a machine-learning model, comprising:
accessing, from the memory device, training data comprising:
a first plurality of commands, the first plurality of commands manually generated in response to a utilization exceeding a preset threshold; and
a first plurality of conditions, including a date the utilization exceeded the preset threshold and a time the utilization exceeded the preset threshold;
receiving a second plurality of commands, the second plurality of commands generated by the machine-learning model in response to the utilization exceeding the preset threshold; and
training the machine-learning model using a machine-learning algorithm using:
the training data; and
the second plurality of commands;
receive an indication of the utilization exceeding the preset threshold;
determine, using the machine-learning model, an action responsive to the utilization; and
output a command to execute the action responsive to the utilization.
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