Abstract: Systems, methods, and software to manage the distribution of video data for processing across multiple computers. In at least one implementation, a management service obtains resource usage associated with video processing computers, wherein each of the video processing computers manages video processing of video data associated with one or more cameras. The management service further identifies trends based on the resource usage and, for at least a first video processing computer, generates a processing schedule for first video processing computer to distribute the video processing to one or more other video processing computers. The management service also configures the first video processing computer with the video processing schedule.

Abstract: In one or more embodiments, a method comprises receiving, at a processor, an input signal from an input device in response to a first actuation of the input device by a driver of an autonomous vehicle. The input device is a device disposed with the autonomous vehicle and has a second actuation of the input device associated with a standard operation of the input device. The second actuation has an actuation pattern different from an actuation pattern of the first actuation. In response to the input signal, a determination is made by the processor to determine whether the autonomous vehicle can perform a maneuver safely. In response to determining that the autonomous vehicle can perform the maneuver safely, a signal is sent by the processor to cause the autonomous vehicle to perform the maneuver.

Abstract: An electronic device includes a memory storing a plurality of fingerprint reference data files. One or more sensors identify whether a mechanical support condition of the electronic device is a hand supported condition or a surface supported condition. A fingerprint sensor receives fingerprint data. One or more processors select a prioritized fingerprint data reference file from the plurality of fingerprint reference data files as a function of the mechanical support condition and authenticate an authorized user of the electronic device by comparing the fingerprint data to the prioritized fingerprint data reference file before comparing the fingerprint data to another fingerprint reference data file of the plurality of fingerprint reference data files. The fingerprint sensor can be situated on a minor surface of the electronic device, on a rear major surface in a central location, on the rear major surface in an edge location, or in other locations.

Abstract: An electronic device, method and computer program product enable detecting user attention to dynamic content and enabling subsequent user access. The electronic device includes display device(s), a memory containing a content consumption monitoring (CCM) application, and a controller communicatively coupled to the display device(s) and the memory. The controller executes the CCM application to configure the electronic device to provide functionality of the detection of user attention including retrieving content from source(s) of content. The functionality includes monitoring presentation of, and user attention to, portion(s) of the content on the display device(s). In response to detecting that a period of time associated with the user attention to a particular portion of the content exceeds a threshold time for consuming the particular portion of the content, the functionality includes storing information associated with the particular portion of the content (e.g.

Abstract: An electronic device includes a communication device and a user interface. The communication device detects establishment of an electrical communication channel to a content presentation companion device. One or more processors operable with the communication device and the user interface cause the communication device to query the content presentation companion device for a content presentation companion device port facilitating the electrical communication channel and, in response, cause the user interface to identify the content presentation companion device port.

Abstract: A method includes detecting, at an electronic device (ED) providing a virtual assistant (VA), an input that triggers the VA to perform a task that comprises outputting media content through an output device associated with the ED. The method includes detecting a presence of at least one registered user in proximity to the ED. Each registered user is associated with a corresponding media preferences profile. The method includes, for each detected registered user, determining whether the detected registered user is an active consumer. The method includes, in response to determining that a detected registered user is an active consumer, outputting, via the output device, media content associated with the media preferences profile of the detected registered user.

Abstract: One or more sensors of an electronic device detect a geometric form factor of the electronic device. A fingerprint sensor situated beneath a first display of the electronic device receives fingerprint data. One or more processors authenticate an authorized user of the electronic device using the fingerprint data with one or more processors. The one or more processors select between the first display and a second display of the electronic device as a function of the geometric form factor and unlock the selected display in response to authenticating the authorized user of the electronic device.

Abstract: A disinfection device for disinfecting a female medical connector. The device includes an inner housing having an absorbent material that includes a disinfectant or antimicrobial agent that receives the connector. The device also includes an outer housing having an outer wall that receives the inner housing wherein the inner housing is rotatable within the outer housing. An indicator is located between the outer wall and a transparent collar that includes at least one rib. The indicator includes a first visual indicator and a second visual indicator concealed by the first visual indicator. The inner housing includes a boss element that extends through the outer wall and indicator and is attached to the collar. Rotation of the collar causes rotation of the absorbent material and causes the rib to remove sufficient portions of the indicator to expose the second visual indicator to provide visual indication that the connector is disinfected.

Abstract: A disinfection cap or device for disinfecting medical connectors. The cap includes a visual indicator that changes color after sufficient scrubbing effort and time have been expended by a clinician to disinfect the medical device, giving positive visual feedback to the treating clinician. An external housing of the cap includes a disinfection medium, such as a disinfectant sponge that is coupled to a rotating collar. The housing is oriented so that the sponge contacts the medical device to be cleaned. Collar rotation in turn rotates the disinfectant sponge against the VAD, providing scrubbing action. A visualization chamber within the cap contains two isolated fluids of distinct colors. As the collar is rotated it mixes the two isolated fluids, changing color of the resultant mixture. When the visualization chamber shows the new, mixed third color, the medical device is disinfected.

Abstract: A method in an electronic device comprises detecting, with one or more sensors, a geometry or geometric form factor of the electronic device. One or more processors then enable, in response to detecting the geometric form factor, a dual content presentation mode of operation allowing presentation of first content on a first display of the electronic device and second content on a second display where the first content and the second content are different.

Abstract: Described is an apparatus which comprises: a first clocking source having a first divider; a second clocking source having a second divider, wherein the first and second clocking sources are inductively coupled; and calibration logic to monitor clock signals associated with the first and second clocking sources and to generate at least one calibration code for adjusting at least one divider ratio of the first or second dividers according to the monitored clock signals.

Abstract: Aspects of the subject disclosure may include, for example, training a first machine learning model based on a combination of labeled training data and unlabeled training data, the first machine learning model producing augmented training data, training a second machine learning model based on a combination of the labeled training data and the augmented training data, receiving, at a client device, customer information about a service degradation at a user equipment (UE) device of a customer in a cellular network, providing the customer information to the second machine learning model, receiving, at the client device, from the second machine learning model, information identifying a root cause of the service degradation, and modifying a network component of the cellular network or the UE device, based on the information identifying a root cause of the service degradation. Other embodiments are disclosed.

Abstract: In an aspect of the present invention, a new active optic is provided, namely, a photo-magnetically actuated deformable mirror (PMADM) made of a magnetic composite structure and an optical quality substrate layer. The magnetic layer is composed of Polydimethylsiloxane (PDMS) and powdered ferromagnetic CrO2. A magnet may be used to deform the mirror surface. The powdered CrO2 has a low Curie temperature (preferably around 395 K) which allows changing the magnetization of the magnetic layer using a laser heating source, thus providing control over the deformation. In one embodiment, the structure has an overall dimension of 1.2 inch 1.2 inch 175 ?m with an optical pupil diameter of 8 mm. The PMADM is estimated to deform to a maximum stroke of 8.7731 ?m before failure with a 3 safety factor.

Abstract: Aspects of the subject disclosure may include, for example, receiving source information and destination information from a user device, receiving information defining an interactive application from the user device. determining, using network information of a mobility network, a navigation path from a source to a destination, the navigation path selected to enable continuous use of the interactive application with the user device on the mobility network during a journey from the source to the destination, and communicating navigation path information to the user device. Other embodiments are disclosed.

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training routine that is associated with two or more training tasks (e.g., a multi-task training routine that is associated with two or more sequential training tasks, a multi-training routine that is associated with two or more concurrent training tasks, and/or the like).

Abstract: Methods, systems, and techniques for facilitating identification of electronic data exfiltration. A message transmission log and screenshot metadata are obtained. A screenshot corresponding to the screenshot metadata is matched to a sent electronic message, such as an email, having a file attachment represented in the message transmission log to generate an event. The screenshot metadata indicates that the screenshot was captured prior to when the message transmission log indicates the electronic message was sent. An anomaly score is determined for the sent electronic message is determined by applying unsupervised machine learning, such as by applying an isolation forest, to score the sent electronic message relative to a baseline. The anomaly score meeting or exceeding an anomaly threshold is treated as potentially being indicative of electronic data exfiltration.

Abstract: Examples of systems for triangulation-based detection of anomaly in a print job performed by a three-dimensional printer are described herein. In an example, a data pertaining to a set of layers printed based on the print job of the 3D printer may be provided to two models to obtain respective predicted anomalies. Thereafter, the obtained predicted anomalies may be triangulated to detect an anomaly in the layer being printed by the 3D printer.

Abstract: A water submersible controlled release fertilizer particle comprising: (i) a fertilizer core material; (ii) a polyurethane coating layer encapsulates the fertilizer core material; and (iii) a hydrophilic outer layer encapsulates the polyurethane coating layer wherein the hydrophilic outer layer dissolves when subjected to water.

Abstract: Techniques for selective video conference segmentation are described and are implementable in a video conference setting. The described implementations enable control over segments of video content that are viewable by a given participant in a video conference. For instance, segments of video content are generated that represent spatial portions of video content captured by a host device. The segments can be configured in a variety of ways for inclusion in one or more video streams. The video streams can be communicated to different participants within the video conference, for instance based on a status of a given participant, thus providing different fields of view to different participants.

Abstract: An electronic device, method, and computer program product for managing a content creation application are disclosed. A first device housing is pivotable relative to a second device housing between a closed position and an axially displaced open position. A first display panel and user interface are exposed when the first device housing and the second device housing are in the axially displaced open position. A second display panel is exposed both when the first device housing and the second device housing are in the closed position and when the first device housing and the second device housing are in the axially displaced open position. The first display panel displays a content creation application, which is mirrored onto the second display panel. A portion of the user interface is overlaid onto the content creation application on second display panel and receives user input to manage the content creation application.