Abstract: The current document is directed to methods and systems that generate lists of component types and quantities needed for system installations based on parameter values that characterize the system, environment, and application domain, referred to as “input values.” An implementation of a private-5G-network component-type-and-quantity-determination system is disclosed. An initial model used to generate component types and quantities is generated from information acquired from various information sources, including system vendors, designers, and/or administrators. The initial model is used to generate lists of component types and quantities on behalf of requesting entities during an initial period of system operation.

Abstract: A distributed computing system is provided, and configured to execute a DNS log analyzer configured to identify a dependency of a first service executed on a first VM at a first server, on a second service executed on a second VM at a second server, via one or more DNS logs of a domain name server. The system is further configured to execute an authentication log analyzer configured to identify a dependency of the first service on a third service executed at a third server, via the one or more token authentication logs of an authentication server. The system is further configured to execute a dependency map generator configured to generate a service-to-service dependency map including the dependency between the first service and the second service, and the dependency between the first service and third service.

Abstract: An approach for encoding/decoding video data including parsing video data to obtain partitioning parameters; obtaining a partitioned super block; and decoding based on the partitioned super block, wherein based on a luma block area size, or a luma splitting depth of the smallest luma block, either luma blocks and chroma blocks of the partitioned super block are partitioned based on a first block partitioning structure, or the luma blocks are partitioned based on the first block partitioning structure, and the chroma blocks are partitioned based on a second block partitioning structure.

Abstract: A thermoset non-isocyanate polyurethane foam (NIPU) composition includes a reaction product of a polycyclic carbonate, a polyamine; and a foaming ingredient including a carbonate-based chemical blowing agent. The reaction product is configured to form a urethane bond. The polycyclic carbonate and the polyamine can be bio-derived. A process for making the NIPU foam includes the steps of: (a) selecting a polycyclic carbonate and a polyamine; (b) mixing the polycyclic carbonate and the polyamine to form a reactant product including a partially cured gel matrix; (c) adding a foaming ingredient comprising a chemical blowing agent including a carbonate; (d) curing the mixture to form the NIPU foam. The reaction is tunable by changing cure temperature, water content, and/or acid composition.

Abstract: Systems and methods for detecting text in videos. To address problems with conventional Optical Character Recognition (OCR) systems, the present disclosure provides detection of text for improved OCR. Aspects of the present disclosure can, therefore, be utilized to detect a textual logo in videos, including when the text of the textual logo is clearly visible and when the text is inferred. Thus, examples capture appearance time of a textual logo from a video view perspective. Aspects use a multi-threshold pipeline for detecting video frames including the textual logo. A textual-visual scoring system is additionally used to leverage visual aspects of text in logos. A shot detection system is used to detect inferred text beyond a detected video frame. One or more verification models can be further applied.

Abstract: A vehicle includes a vehicle body and an optical sensor supported by the vehicle body and defining a field-of-view. The vehicle includes a transparent shield in the field-of-view, the transparent shield having an outer surface. The vehicle includes a camera facing the outer surface of the transparent shield.

Abstract: A system for supporting an unload tube of an agricultural vehicle grain tank. The system includes a tension rod having an elongated body extending between (i) a first end that is configured to be either directly or indirectly connected to a frame of the agricultural vehicle and (ii) a second end having a first non-planar mounting surface. A support member includes (i) a first end that is configured to be either directly or indirectly connected to the unload tube and (ii) a second end that is configured to be directly connected to the second end of the tension rod. The second end of the support member has a second non-planar mounting surface that is configured to be directly engaged with the first non-planar mounting surface to limit relative motion between the tension rod and the unload tube in an assembled state of the system.

Abstract: Aspects of the subject disclosure may include, for example, polarization adaptation in panel MIMO antennas to improve isolation between downlink beams so as to reduce or minimize beam interference, which improves antenna performance and/or reduces antenna size requirements. Other embodiments are disclosed.

Abstract: A cartridge of an e-vaping device includes a housing extending in a longitudinal direction, a reservoir in the housing, a heater in the housing, and an absorbent material at least partially surrounding the sinusoidal shaped member. The reservoir is configured to store a pre-vapor formulation. The heater has a sinusoidal shaped member translating about an elliptical shape to define a channel there through. The absorbent material is in fluid communication with the reservoir.

Abstract: According to examples, an apparatus includes a processor that determines that an encryption operation has been requested or executed through a cloud control plane capability with respect to a cloud storage device. The processor also determines that the requested or executed encryption operation with respect to the cloud storage device is anomalous and, based on a determination that the requested or executed encryption operation with respect to the cloud storage device is anomalous, outputs an alert and/or performs a remedial action. By identifying anomalous encryption operation requests or executions on cloud storage devices, the processor is able to determine that ransomware attacks are or have occurred on the cloud storage devices. In some examples, the processor takes remedial actions to mitigate harm posed by or prevent the ransomware attacks.

Abstract: Driver fatigue can increase a driver's reaction time and result in a collision. A system and method are provided for assessing driver alertness based on a braking request and forward vehicle distance information. Based on the assessed driver alertness, a warning can be issued to the driver to take a break from driving. In one embodiment, the system predicts a time when the driver should take a break based on a curve representing the driver's circadian rhythm.

Abstract: Implementations of semiconductor packages may include a first substrate having two or more die coupled to a first side, a clip coupled to each of the two or more die on the first substrate and a second substrate having two or more die coupled to a first side of the second substrate. A clip may be coupled to each of the two or more die on the second substrate. The package may include a lead frame between the first substrate and the second substrate and a molding compound. A second side of each of the first substrate and the second substrate may be exposed through the molding compound. A perimeter of the first substrate and a perimeter of the second substrate may not fully overlap when coupled through the lead frame.

Abstract: Aspects of the present application relate to machine learning (ML) structured result generation. In examples, an instruction of programmatic code that invokes an ML model indicates a result interface in which model output is to be stored. The result interface is processed to generate a data format description for the result interface, such that the input to the ML model further includes the data format description. As a result of providing the data format description as input to the ML model, the ML model is induced to generate structured model output that corresponds to the result interface. The resulting model output is processed to generate an instance of the result interface, for example having one or more corresponding properties from the structured model output. Accordingly, the programmatic code is able to reliably perform subsequent processing based on the generated instance of the result interface.

Abstract: A sensor assembly includes a housing, a sensor unit attached to the housing, and a brush having a plurality of bristles. The sensor unit includes a shell defining a vertical axis. The shell is rotatable around the axis relative to the housing. The shell includes a lower edge and extends upward from the lower edge. The housing includes an aperture centered on the axis. The aperture defines an airflow outlet from the housing radially inside the aperture relative to the axis. The sensor unit defines an airflow inlet radially inside the lower edge relative to the axis and positioned to receive airflow from the aperture. The aperture and the lower edge define a gap extending around the axis. The brush is fixed to one of the housing or the sensor unit. The bristles extend across the gap toward the other one of the housing or the sensor unit.

Abstract: A system, method, and computer-readable medium are disclosed for predicting a defect within a computer program comprising: accessing a code base of the computer program, the code base of the computer program comprising a plurality of computer program files; training the defect prediction system, the training including performing a historical analysis of defect occurrence patterns in the code base of the computer program; analyzing a commit of the computer program to identify a likelihood of defect occurrence within each of the plurality of files of the computer program; and, calculating a defect prediction metric for each of the plurality of files of the computer program, the defect prediction metric providing an objective measure of defect prediction for each of the plurality of files of the computer program.

Abstract: This disclosure is related to plant-optimized recombinant nucleic acids encoding Cpf1 and their use in planta. Also disclosed are compositions, expression cassettes, and plant cells comprising the recombinant nucleic acids as well as methods and kits for modifying a target sequence in a plant genome using the recombinant nucleic acids.

Abstract: Systems and methods associated with an electric vehicle are provided. The electric vehicle includes a sensor system, a communications system and a snow clearing system. The systems and methods detect, based on data from the sensor system, snow that may accumulate on a window of the electric vehicle. When snow is detected, a notification is provided, via the communications system, to a remote user device. The notification requests user acceptance of use of charge of a battery of the electric vehicle to operate the snow clearing system of the electric vehicle. The systems and methods receive, by the communications system, a response to the notification from the user device, and when the response indicates acceptance of the use of charge of the battery, the snow clearing system is activated. The snow clearing system is powered by the battery.

Abstract: Implementations of a method of forming a semiconductor package may include forming a plurality of notches into the first side of a semiconductor substrate; forming an organic material over the first side of the semiconductor substrate and into the plurality of notches; forming a cavity into each of a plurality of semiconductor die included in the semiconductor substrate; applying a backmetal into the cavity in each of the plurality of semiconductor die included in the semiconductor substrate; and singulating the semiconductor substrate through the organic material into a plurality of semiconductor packages.

Abstract: This document describes techniques directed to a modular floodlight system. The modular floodlight system includes a floodlight device having a main housing that supports multiple floodlights and a modular camera device. The main housing includes a magnetic mount that magnetically secures the camera device to a mounting surface and enables 3-axis articulation of the camera device relative to the main housing. The main housing also includes a power supply unit that supplies electrical power to the camera device and the floodlights. In aspects, the floodlights are assembled to opposing sides of the main housing. In addition, the main housing includes passive infrared sensors that expand and supplement motion-detection capabilities of the camera device. The modular aspect of the modular floodlight system enables the camera device to be easily replaced with another modular device, simplifies installation for consumers, and increases an ability of the modular floodlight system to be reworked.

Abstract: A device is disclosed wherein the device may include a ring having an inside diameter and an outside diameter and a bore defined by the inside diameter. In addition, the device may include a plurality of permanent magnets each having a magnetic field circumferentially spaced around the ring between the inside diameter and the outside diameter where each of the plurality of permanent magnets is oriented such that the magnetic field of each of the permanent magnets is directed in a predetermined direction.