| CPC G06F 1/3296 (2013.01) [G06F 1/3231 (2013.01)] | 15 Claims |

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1. An apparatus comprising:
at least one memory;
machine readable instructions; and
at least one processor circuit to be programmed by the machine readable instructions to:
generate a first histogram corresponding to a frequency of at least one context of a device based on first sensor measurements collected over a time period;
generate a second histogram corresponding to a frequency of a state of an operating system over the time period;
generate a third histogram corresponding to an association of (a) the frequency of the at least one context of the device and (b) the frequency of the state of the operating system over the time period; and
generate a prediction model based on the association, the prediction model to predict times when the state of the operating system will be one of in an active state or an inactive state based on the at least one context, the prediction model to cause transmission of a wake event trigger to the device based on the predicted times corresponding to the active state.
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