Abstract: A mechanism is described for facilitating smart filtering and local/remote processing of data according to one embodiment. A method of embodiments, as described herein, includes detecting data collected via one or more sensing components, and evaluating the collected data to identify one or more portions of the collected data having privacy relevance, where evaluating further includes classifying the one or more portions as private data and other portions of the collected as non-private data. The method may further include filtering out the private data from the non-private data of the collected data, and processing the private data, where the non-private data is transmitted to a remote computing device over a network.

Abstract: A facial recognition system determines an estimated biological age of a subject in a current image. A facial recognition controller identifies the subject in the current image using a number of historical images, at least one of which includes the subject and a logically associated identifier. The system compares the estimated biological age of the subject to a defined threshold value. The system determines a temporal difference between a time/date logically associated with the current image and a time/date logically associated with the historical image. If the estimated biological age of the subject in the current image is less than a defined age threshold and the temporal difference between the time/date logically associated with the current image and a time/date logically associated with the historical image is less than a temporal threshold, the identifier logically associated with the historical image is logically associated with the current image.

Abstract: The present disclosure provides a reboot time after a system update. Providing a reboot time after a system update can include processing a request to reboot the UE, accessing the state data representing the state of the service running on the UE, and generating a service activity level for the service from the state data. Providing a reboot time after a system update can also include comparing the service activity level to an update criticality level, rescheduling a determination of whether to reboot the UE if the update criticality level is less than the service activity level, and rebooting the UE if the service activity level is less than the update criticality level.

Abstract: Techniques are disclosed for synchronizing gain adjustments across a cascaded network of audio gain stages having variant operating delays. In particular, a delay-synchronized volume adjustment system configured in accordance with an embodiment of the present disclosure includes a controller operatively coupled to the cascaded network of audio and configured to apply gain adjustments in a synchronized manner that accounts for operating delays that are inherent to each gain stage. In an embodiment, the controller synchronously adjusts each gain stage relative to a corresponding operating delay such that gain adjustments fully propagate at substantially a same point in time within a given acceptable tolerance, and thus, eliminates or otherwise mitigates perceivable volume shifts when mixing audio from two or more audio sources.

Abstract: A facial recognition system determines an estimated biological age of a subject in a current image. A facial recognition controller identifies the subject in the current image using a number of historical images, at least one of which includes the subject and a logically associated identifier. The system compares the estimated biological age of the subject to a defined threshold value. The system determines a temporal difference between a time/date logically associated with the current image and a time/date logically associated with the historical image. If the estimated biological age of the subject in the current image is less than a defined age threshold and the temporal difference between the time/date logically associated with the current image and a time/date logically associated with the historical image is less than a temporal threshold, the identifier logically associated with the historical image is logically associated with the current image.

Abstract: A mechanism is described for facilitating smart filtering and local/remote processing of data according to one embodiment. A method of embodiments, as described herein, includes detecting data collected via one or more sensing components, and evaluating the collected data to identify one or more portions of the collected data having privacy relevance, where evaluating further includes classifying the one or more portions as private data and other portions of the collected as non-private data. The method may further include filtering out the private data from the non-private data of the collected data, and processing the private data, where the non-private data is transmitted to a remote computing device over a network.

Abstract: Techniques are disclosed for synchronizing gain adjustments across a cascaded network of audio gain stages having variant operating delays. In particular, a delay-synchronized volume adjustment system configured in accordance with an embodiment of the present disclosure includes a controller operatively coupled to the cascaded network of audio and configured to apply gain adjustments in a synchronized manner that accounts for operating delays that are inherent to each gain stage. In an embodiment, the controller synchronously adjusts each gain stage relative to a corresponding operating delay such that gain adjustments fully propagate at substantially a same point in time within a given acceptable tolerance, and thus, eliminates or otherwise mitigates perceivable volume shifts when mixing audio from two or more audio sources.