Abstract: Statistics of a media stream of a communication session are received from one or more communication devices involved in the communication session. The statistics are from various communication devices that are involved in the media stream of the communication session. A determination is made to see if at least one of the statistics from one of the communication devices meets a threshold. In response to the at least one of the statistics meeting the threshold, a message is sent to dynamically change a configuration the media stream of the communication session while the communication session is still active. For example, the message may be to switch to a different media server in order to improve the quality of the media stream.

Abstract: An image and/or temporal sequence of images is received. The image and/or sequence of images was captured by an image capturing device of a vehicle apparatus onboard a vehicle and was down-sampled thereby. A scale of the image(s) is determined. An up-sampling network receives the image(s) and the scale. The up-sampling network determines appropriate network weights based on the scale. Based on the appropriate network weights, the up-sampling network generates a higher resolution image having a pre-defined scale.

Abstract: Systems and methods are described for testing computing resources. In one embodiment, a search space of computing settings is analyzed in accordance with weighted data that maps computing performance parameters with the computing settings. A subset of the computing settings is selected to generate a test population to optimize at least one computing performance parameter. One or more computing devices in a computing environment are configured in accordance with the test population, and the test conditions are iteratively updated based on test results in accordance with the test population and a fitness function.

Abstract: A identification and planning system includes a scanner assembly, a robotic manipulator, and control server. The control server detects a first plurality of inventory items in a first inventory storage system and determines a first set of position parameters for a first inventory item from the detected first plurality of inventory items, with respect to a position of one or more image sensors in the scanner assembly. The control server generates a plurality of pick-path plans for the first inventory item, where each pick-path plan corresponds to a transformation of the determined first set of position parameters to a second set of position parameters with respect to the robotic manipulator. The control server further selects a first pick-path plan from the plurality of pick-path plans and controls the robotic manipulator to pick the first inventory item from the first inventory storage system, based on the first pick-path plan.

Abstract: According to some aspects, a quantum circuit is provided including a plurality of non-linear circuit elements coupled together in series and in parallel, such that at least two of the circuit elements are coupled together in series and at least two of the circuit elements are coupled together in parallel, wherein the quantum circuit is configured to act as an amplifier.

Abstract: Systems, methods, architectures, mechanisms or apparatus of monitoring Quality of Experience (QoE) of a device under test (DUT) configured to generate an image-bearing presentation signal comprising converting the presentation signal into a data stream configured to enable QoS processing of the presentation imagery by a QoS assessment device; permitting the device to perform local, real-time testing and verification; and forwarding the data stream toward a remote QoE assessment device.

Abstract: A method and apparatus are provided for calculating s-parameters of a device under test from step waveforms acquired by a time domain network analyzer.

Abstract: A customer's resources are protected from malicious or accidental deletion or termination. In some embodiments anomaly detection is used for identifying suspicious activities, which is combined with options to restore previously deleted resources. To define and detect anomalies, resource profiles are generated indicative of how resources are being used, and user profiles of how users use resources of the compute service provider. Instead of immediately deleting a resource, a temporary marker can be placed on the resource. The temporary marker blocks attempts to access the resource just as if the resource was deleted. However, the resource can easily be recovered by simply removing the marker. When a deletion event is identified as anomalous, an alert is generated to the customer. Upon receiving the alert, customers can opt to restore the resource that has been deleted, which will remove the marker.

Abstract: In embodiments of objects alignment and distribution layout, an object layout interface includes objects displayed for selection and manipulation. A layout algorithm receives a reposition input for a selected object in the object layout interface, and determines a distribution layout and/or an alignment layout of the objects. The layout algorithm positions the selected object equidistant between at least two of the objects or at a distance from a closest one of the objects, the distance being an equivalent distance of a space between the at least two objects. The space between the objects is displayed as positive space that visually indicates the equidistance between the objects. Alternatively or in addition, the layout algorithm positions the selected object in alignment with multiple objects, and an alignment indication, such as an edge line and/or a distance measurement, is displayed for each instance of the selected object being aligned with the multiple objects.

Abstract: A drywall mud applicator wheelless control tube is provided. The drywall mud applicator wheelless control tube has a plastic component (in an embodiment) having a rubber o-ring or spring which provides pressure to a slanted cylindrical ledge protrusion which allows the control tube to slide up and down a main mud applicator tube without the need for wheels on the control tube. As a result, the wheelless control tube increases the sliding and smoothness of the control tube as it slides over the main mud applicator tube.

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to facilitating object set replication. In embodiments described herein, a repeatable object set can be generated. Such a repeatable object set can include one or more objects and a field format indicating a position of the object(s) within a field. The generated repeatable object set can be replicated as replicated object sets into a set of fields within a layout structure, wherein each of the replicated object sets includes a representation of the object(s) placed within a corresponding field in accordance with the field format indicating the position of the one or more objects. The replicated object sets within the set of fields the layout structure can then be presented.

Abstract: A sense circuit is provided in which the threshold voltage of a memory cell is sensed relative to two different levels using a single control gate voltage on the memory cell. These two levels can be lower and higher verify voltages of a data state in a programming operation, or two read levels of a read operation. A sense node is charged up to a peak level by a pre-charge voltage and by capacitive coupling. The sense node then discharges into the bit line. The sense node voltage is decreased first and second times by capacitive coupling after which first and second bits of data are output based on a level of the sense node. The first and second bits indicate a level of the sense node relative to the lower and higher verify voltages, respectively.

Abstract: A circuit includes selected sense circuits configured to be connected to selected bit lines and unselected sense circuits configured to be connected to unselected bit lines during a sense operation. A voltage supply circuit may supply a selected pulse and an unselected pulse to the selected and unselected sense circuits. The selected sense circuits may pass the selected pulse to associated charge-storing circuits, and reject the unselected pulse. The unselected sense circuits may pass the unselected pulse to associated charge-storing circuits, and reject the selected pulse. In addition, voltage-setting circuitry may set sense voltages in the unselected sense circuits to a pre-sense level that matches the pre-sense level of communication voltages in the unselected sense circuits.

Abstract: An image sensor may include an array of imaging pixels and row control circuitry. Each imaging pixel may include a photodiode, a floating diffusion region, a transfer transistor configured to transfer charge from the photodiode to the floating diffusion region, a dual conversion gain transistor coupled to the floating diffusion region, and a storage capacitor coupled to the dual conversion gain transistor. The capacitor may have a plate that receives a modulated control signal and the row control circuitry may be configured to modulate the control signal. To reduce image artifacts, the modulated control signal may be modulated low during the integration time of the pixel and may be modulated high during the high conversion gain readout time of the pixel.

Abstract: A computing device may comprise a processor, a volatile memory and a non-volatile storage device. An operating system or firmware of the device may cause one or more pages of the volatile memory to be treated, by applications executing on the computing device, as non-volatile memory pages. A maximum number of pages that may be treated as non-volatile may be determined based on an amount of energy available in a battery and an amount of energy needed to transfer a page of memory to the non-volatile storage device.

Abstract: A method and apparatus for automated reconstruction of a 3D computed tomography (CT) volume from a small number of X-ray images is disclosed. A sparse 3D volume is generated from a small number of x-ray images using a tomographic reconstruction algorithm. A final reconstructed 3D CT volume is generated from the sparse 3D volume using a trained deep neural network. A 3D segmentation mask can also be generated from the sparse 3D volume using the trained deep neural network.

Abstract: The present application relates to a method of treating an inflammatory skin condition by administering a pharmaceutical composition comprising a reduced dose of minocycline to a subject in need thereof, wherein said administration provides an effective plasma or interstitial fluid concentration of minocycline for treating the inflammatory skin condition.

Abstract: A computing device may comprise a volatile memory and a non-volatile storage device. Upon system shutdown, contents of the volatile memory may be preserved by memory transfer operations from the volatile memory to the non-volatile storage device. During memory preservation, the computing device may enter a low-power state. The low-power state may comprise suspension of power to a core of a processor while maintaining power to the processor's uncore, and disablement of interrupt signals not related to memory transfer operations. Power delivery to the core of the processor may be periodically resumed to initiate additional memory transfer operations.

Abstract: Systems and methods for fabricating three-dimensional objects. The system includes an optical imaging system providing a light source; a photosensitive medium adapted to change states upon exposure to a portion of the light source from the optical imaging system; a control system for controlling movement of the optical imaging system, wherein the optical imaging system moves continuously above the photosensitive medium. The method includes moving a maskless optical imaging system providing the light beam in a continuous sequence; presenting the light beam on a portion of the photosensitive medium; lowering a plate upon which the photosensitive medium resides; and applying a new layer of the photosensitive medium.

Abstract: A system includes reception of a request from a first application to create a virtual open-channel solid state drive associated with a first bandwidth and first capacity, association, in response to the request, of block addresses of a virtual address space of the first application with block addresses of one or more blocks of a first one of a first plurality of channels of a first open-channel solid state drive and with block addresses of one or more blocks of a second one of a second plurality of channels of a second open-channel solid state drive, reception, from the first application, of a first I/O call associated with one or more block addresses of the virtual address space, determination of block addresses of one or more blocks of the first one of the first plurality of channels which are associated with the one or more block addresses of the virtual address space, and execution of the first I/O call on the determined block addresses of one or more blocks of the first one of the first plurality of chan