Abstract: A computing system may store a first file in a system repository that is to be synchronized with at least a first repository associated with a first client device and a second repository associated with a second client device. The computing system may determine that the first repository is to receive a downloaded copy of at least a portion of the first file, and may cause a copy of the at least a portion of the first file to be downloaded from the system repository to the first repository. Based at least in part on the computing system determining that the first repository is to receive the downloaded copy, an identifier of the at least a portion of first file may be stored in the second repository without storing a copy of the at least a portion of the first file in the second repository.

Abstract: Methods and systems for secure authentication in an extended reality (XR) environment are described herein. An XR environment may be output by a computing device and for display on a device configured to be worn by a user. A first plurality of images may be determined via the XR environment. The first plurality of images may be determined based on a user looking at a plurality of objects, real or virtual, in the XR environment. The first plurality of images may be sent to a server, and the server may return a second plurality of images. A public key and private key may be determined based on different portions of each of the second plurality of images. The public key may be sent to the server to register and/or authenticate subsequent communications between the computing device and the server.

Abstract: An electronic medical device includes a first portion, with the first portion including a first insertion hole and an external surface. The first insertion hole is to removably receive an elongate element. The external surface of the first portion comprises a first position indicator, which is located to be visibly juxtaposed relative to a first operative element of the elongate element when the elongate element is fully inserted in the first insertion hole. In some instances, the position indicator may serve a dual function as a vent.

Abstract: A material may be included in a cooling film or cooling panel to achieve cooling even under direct solar irradiation. The material includes one or more constituent materials and an outer surface configured to interact thermally with the atmosphere and with solar radiation. The material exhibits an emissivity of at least 0.8 in spectral range of 5 ?m to 15 ?m, an ultraviolet reflectivity of at least 0.5 in the spectral range of 275 nm to 375 nm, an ultraviolet absorptivity of at least 0.75 in the spectral range of 275 nm to 375 nm, or a combination thereof. A cooling film, or cooling panel, may be affixed to an exterior surface of a vehicle, structure, or system to provide cooling even under direct solar irradiance.

Abstract: Provided are systems and methods for detecting periodic movement in a video stream. A system includes an imaging module configured to capture video of a scene and a logic device configured to communicate with the imaging module. The logic device is configured to receive a video sequence of the scene from the imaging module, where the received video sequence comprises one or more video regions that are pixel-wise consistent between successive frames of the received video sequence. The logic device is configured to determine a periodicity deviation with respect to at least one of the one or more video regions based, at least in part, on the at least one video region. The logic device may issue an alert based, at least in part, on the determined periodicity deviation.

Abstract: Systems and methods are disclosed that allow for indexing, processing, or both of information from physical media or electronic media, which may be received from a plurality of sources. In embodiments, a document file may be matched using pattern matching methods and may include comparisons with a comparison reference database to improve or accelerate the indexing process. In embodiments, information may be presented to a user as potential matches thereby improving manual indexing processes. In embodiments, one or more additional actions may occur as part of the processing, including without limitation, association additional data with a document file, making observations from the document file, notifying individuals, creating composite messages, and billing events. In an embodiment, data from a document file may be associated with a key word, key phrase, or word frequency value that enables adaptive learning so that unindexed data may be automatically indexed based on user interaction history.

Abstract: A method for determining a position of a tow ball in an image. The method includes obtaining at least one real-time image from a vehicle. The at least one real-time image is processed with a controller on the vehicle to obtain a feature patch (f) describing at least one real-time image. A convolution is performed of the feature patch (f) and each filter (h) from a set of filters (H) with the filter (h) being based on data representative of known tow hitches fixed to the vehicle. A location of a tow ball on the tow hitch is identified in the at least one real-time image is based on the convolution between the feature patch (f) and each filter (h) from the set of filters (H).

Abstract: A cabinet lock for securing a door panel to a cabinet housing comprising a latching component, an electromechanical component, and a communications module. The latching component has a latch housing and latch member reciprocally translatable between locked and unlocked orientations to selectively secure the door panel to the cabinet housing. The electromechanical component includes an actuator operably coupled to a drive member that is coupled to the latch member whereby powering of the actuator translates the latch member to at least one of the unlocked or locked orientations. The communications module is configured for communication with a remote device of a municipal traffic control agency and/or a utilities worker. The communications module is configured to receive a control signal from the remote device for moving the latch member to the at least one of the unlocked orientation or the locked orientation.

Abstract: A probe 100 includes exciter units 102 arranged in an array and detector units 104 and 106, also arranged in arrays, with the arrays positioned proximal to and in the shape of the exterior circumference of an individual boiler tube 108. The detector units 104 are “absolute” coil detectors which are used to detect and quantify general wall loss, for example, resulting from steam impingement erosion. The detectors 106 are differential, axial pairs which are used for detecting pits in the boiler tubers. The exciter units and detector units are mounted in a stainless steel housing 110 of the probe. The housing 110 is shaped to closely match the contour of the boiler tube 108. The probe can be moved along the boiler tubes by hand to inspect the flame side of boiler tubes, one at a time. Wheels 112 are provided to roll the probe along the boiler tubes.

Abstract: A computer system to authorize a first endpoint to access enterprise digital resources is provided. The computer system includes the first endpoint, a second endpoint, and an endpoint management service being executed in a server. The endpoint management service communicates with the first endpoint via the second endpoint. For example, the endpoint management service receives authentication credentials from the first endpoint via the second endpoint. Similarly, the endpoint management service, upon verification of the authentication credentials, transmits an authorization token to the first endpoint via the second endpoint. The first endpoint, upon receiving and deploying the authorization token, can execute enterprise managed application programs and can access enterprise digital resources. In some examples, both the first and second endpoints are owned and/or used by a same user.

Abstract: A method of determining a tow hitch position. The method includes obtaining a two-dimensional image of a tow hitch in a three-dimensional scene. A model tow hitch is obtained in three dimensions. A three-dimensional rendering of a scene is generated that includes the model tow hitch. The model tow hitch in the three-dimensional rendering is positioned in an orientation corresponding with an orientation of the tow hitch in the three-dimensional scene.

Abstract: A system and method for machine learning training provide a master AI subsystem for training a machine learning processing pipeline, the machine learning processing pipeline including machine learning components to process an input document, where each of at least two of the candidate machine learning components is provided with at least two candidate implementations, and the master AI subsystem is to train the machine learning processing pipeline by selectively deploying the at least two candidate implementations for each of the at least two of the machine learning components.

Abstract: Described embodiments provide systems and method for determining a root cause of a failure of a session to an application, device or server. A failure of a session with an application can be identified. A device can generate a mapping between characteristics of data from the application associated with the failure and data from monitoring a plurality of sessions between a plurality of end points and a plurality of applications hosted by a plurality of computing devices. The device can determine, responsive to the mapping indicating an association between at least one characteristic of the data from the application and the data from the monitoring, a cause of the failure of the session with the application.

Abstract: Methods, apparatus, and system to acquire aircraft flight data through visual analysis of flight instruments with a data capture neural network, to compare aircraft flight data to a standard of a flight maneuver with a data analysis neural network with minimal or no human input, to output a visualization of aircraft flight data and or analysis of aircraft flight data, and to acquire aircraft flight data, programmatically analyze aircraft flight data, and provide aircraft training to a prospective aircraft pilot.

Abstract: A computer system is provided. The computer system includes a memory and at least one processor coupled to the memory. The processor is configured to identify a message to a plug and play (PnP) manager of an operating system, the message comprising an identifier of a device to be configured by the PnP manager, determine whether the device is targeted for device identifier translation at least in part by determining whether the device satisfies one or more target device criteria, and replace the identifier of the device with a reference identifier different from the identifier of the device in response to a determination that the device is targeted for device identifier translation, the reference identifier being usable by the PnP manager to install or configure the device.

Abstract: A barrier system for partitioning a space includes panels which interlock with each other to provide a barrier that is fire rated. The interlocking panels are assembled in the barrier in columns using a tongue and groove assembly and a panel lock using a strike and latch supported by the tongue member and groove member, respectively. Each panel includes a peripheral frame (that is shaped to provide the tongue and groove members), opposed steel side faces mounted to the peripheral frame, and an insulation block filling an interior space delimited by the peripheral frame and the opposed steel side faces. The insulation block includes a pair of insulating material layers that sandwich a radiant barrier layer. A floor module supports a bottom edge of the panel and an interface module supports a side/top edge of the panel. The floor/interface modules are configured with telescoping sections and are length trimmable.

Abstract: An operator's proximity to an automotive vehicle being inspected is tracked and recorded. An audio and/or a visual representation of the automotive vehicle being inspected, inspection zones, and components within the inspection zones are rendered. A representation of the automotive vehicle being inspected is updated to reflect a condition of the vehicle being inspected, a condition of the inspection zones, and the numbers of defects for each of inspection zones. The audio and visual representations shown as part of any defects of the vehicle being inspected may be recorded. During a vehicle inspection, a visual indication of a driver's location in proximity to a visual representation of the automotive vehicle being inspected may be displayed.

Abstract: A mobile device, such as a mobile phone, including a housing and active cooling cells is described. The active cooling cells are in the housing. The cooling cells utilize vibrational motion to drive a fluid such that the mobile phone has a coefficient of thermal spreading (CTS) greater than 0.5 for a steady-state power generated by the mobile phone of at least five watts.

Abstract: Various embodiments provide for quarter-rate data sampling with loop-unrolled decision feedback equalization (DFE) that uses a two-summer (e.g., two-summing node) approach. For example, some embodiments provide for quarter-rate data sampling comprising a plurality of unrolled first-tap DFE loops, and two summers and a two-to-one multiplexer for each of the other tap loops used for direct feedback (e.g., second tap, third tap, fourth tap, etc.