Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support automated optimization of product management systems. In embodiments, automated optimization of component tools of the product management system is provided by automated evaluation and optimization of associated rules and metadata. In embodiments, metadata and rules may be associated to each other by an assessment engine. A recommendation engine may then identify non-compliant metadata, may determine a condition of the rule, and/or may generate recommendations for the rules based on the non-compliant metadata. Automated optimization of the product management system may include automated creation and mapping of decomposition relationships between commercial products and technical products. In embodiments, input data may be parsed into a set of object with unique attribute fields, which may then be validated.

Abstract: Systems and methods for facilitating validation of datasets are disclosed. A system may include a processor. The system may include a data validator implemented via the processor to receive an input dataset including a component metadata. The data validator may perform, using an validation model and through a rules engine, validation of information in the component metadata to obtain a validation dataset. The validation may enable to predict at least one invalid feature in the component dataset. The system may include an insight generator implemented via the processor to generate, based on the validation datasets, automated insights pertaining to mitigation of the at least one invalid feature. In an embodiment, the automated insights may be stored in a distributed ledger to facilitate an authenticated storage of the automated insights. The authenticated storage may be facilitated by a network comprising a plurality of nodes.

Abstract: Methods and systems for simulating experience of attending a live program for viewers of a livestreaming content are disclosed. A livestreaming content viewed by a plurality of viewers on respective electronic devices is tracked to detect an event. Viewer interaction data are received from the respective electronic devices associated with the plurality of viewers in response to a detected event in the livestreaming content. The viewer interaction data includes viewer responses of the plurality of viewers in response to the detected event. The viewer interaction data received from the plurality of viewers are aggregated. A cheering audio is synthesized in relation to the detected event based on the aggregated viewer interaction data. An enriched livestreaming content is generated based on the livestreaming content and the cheering audio. Playback of the enriched livestreaming content is facilitated on the respective electronic devices for the plurality of viewers.

Abstract: A vehicular parking assist system includes a plurality of sensors disposed at a vehicle and sensing exterior of the vehicle. The vehicular parking assist system, via processing of captured sensor data, and while the vehicle is conducting a parking maneuver, detects an object and tracks location of the detected object relative to the vehicle until the detected object leaves a field of sensing of the at least one sensor of the plurality of sensors. The system, after the detected object leaves the field of sensing of the at least one sensor, predicts location of the detected object relative to the vehicle. The system, upon completion of the parking maneuver, determines that the detected object is hazardous based on the predicted location of the detected object relative to the vehicle, and responsive to determining that the detected object is hazardous, restricts opening of a door of the vehicle.

Abstract: A thread conditioner and cutter includes (a) a base unit with (i) a planar divider for supporting a thread conditioning composition; (ii) a plurality of upper sidewall segments spaced apart from each other to define upper slots extending upwardly from the planar divider as well as defining an upper cavity of the base unit; (iii) a lower sidewall extending downwardly from the planar divider thereby defining an underside cavity, wherein the lower sidewall has a plurality of opposing thread notches at an upper edge thereof at a lower end of the upper slots of the upper sidewall segments as well as a pair of opposing lower slots extending upwardly from a lower edge of the lower sidewall; and (iv) a cutting blade disposed at one of said opposing slots at a first distance from the lower edge of the lower sidewall and wherein the slot opposed to the slot with the cutting blade extends a second distance from the lower edge of the lower sidewall which is greater than the first distance from the lower edge of the lower

Abstract: In some embodiments, a computing system computes, with a state prediction model, probabilities of transitioning from a click state represented by interaction data to various predicted next states. The computing system computes an interface experience metric for the click with an experience valuation model. To do so, the computing system identifies base values for the click state and the predicted next states. The computing system computes value differentials for between the click state's base value and each predicted next state's base value. Value differentials indicate qualities of interface experience. The computing system determines the interface experience metric from a summation that includes the current click state's base value and the value differentials weighted with the predicted next states' probabilities.

Abstract: Method include receiving banner information from one or more queries of a network connecting a set of devices, wherein the banner information of one or more of the devices includes common vulnerability and exposure identifiers (CVEs) and the banner information of one or more of the devices does not include a CVE, identifying the devices based on the banner information including classifying devices without known CVEs by a device type, determining vulnerability scores for the devices with known CVEs based on retrieved CVE information, and determining vulnerability scores for the devices without CVEs based on a series of exploitability and impact parameter estimates associated with the device type classifications. Some methods include estimating a cyberattack vulnerability risk for the devices using the determined vulnerability scores.

Abstract: Techniques for recommending a skill experience to a user after a user-system dialog session has ended are described. Upon a dialog session ending, the system uses a first machine learning model to determine potential intents to recommend to a user. The system then uses a second machine learning model to determine a particular skill and intent to recommend. The system then prompts the user to accept the recommended skill and intent. If the user accepts, the system calls the recommended skill to execute. As part of calling the skill, the system sends to the skill at least one entity provided in a natural language user input of the ended dialog session. This enables the skill to skip welcome prompts, and initiate processing to output a response based on the intent and the at least one entity of the ended dialog session.

Abstract: A vehicular trailering assist system includes at least one vehicle camera, an electronic control unit (ECU) and a display screen disposed at a vehicle. When a trailer hitched to the vehicle is not a trailer for which the vehicular trailering assist system has been previously calibrated, the driver is instructed to calibrate the system for the trailer. When the vehicular trailering assist system is calibrated, the system determines an obstacle-free path of travel for the vehicle and the trailer to follow to maneuver toward a target location. The system controls steering of the vehicle to maneuver the vehicle and the trailer along the determined obstacle-free path of travel. While the vehicle and the trailer are maneuvered along the determined obstacle-free path of travel, the determined obstacle-free path of travel is displayed on the display screen overlaying displayed video images derived from image data captured by the vehicle camera.

Abstract: A case for tailor's chalk includes: (a) a generally triangular base with a central portion, a retaining pocket along one edge thereof, said pocket opening toward the center of said triangular base and a pair of offset base hinge elements adjacent the pocket located adjacent opposed ends of said pocket along said one edge of said base; and (b) a generally triangular lid shaped and adapted to mate with the base and hinged thereto by a pair of mating offset lid hinge elements located along one edge of said generally triangular lid, said lid hinge elements being snap-fit mateable with said base hinge elements, the offset between said generally triangular base and said generally triangular lid being sufficient to define a storage cavity for the chalk in a closed position, the lid having a central portion opposing the central portion of the base in said closed position, the lid being coupled to the base so as to be rotatable with respect thereto to an open position where the lid is rotated by 180° with respect to t

Abstract: A thimble includes a flexible tapered sleeve and a crown. The sleeve has a frustoconical shape with a fluted sidewall. Multiple outwardly convex panels extend entirely around the sidewall. The sleeve has a mounting end opposite an opening for inserting a user's digit. The sleeve has a pitch of from 0.175 mm/mmL to 0.35 mm/mmL. The crown is formed of hard plastic material and is attached to the mounting end of the sleeve. The crown has a cap with an upper textured planar surface. A ridged sidewall extends entirely around the crown. Multiple longitudinal ridges extend from a lower edge of the sidewall to the cap. The thimble accommodates a variety of finger sizes and the crown prevents slippage of a sewing needle.

Abstract: Hierarchical Power Management (HPM) architecture considers the limits of scaling on a power management controller, the autonomy at each die, and provides a unified view of the package to a platform. At a simplest level, HPM architecture has a supervisor and one or more supervisee power management units (PMUs) that communicate via at least two different communication fabrics. Each PMU can behave as a supervisor for a number of supervisee PMUs in a particular domain. HPM addresses these needs for products that comprise a collection of dice with varying levels of power and thermal management capabilities and needs. HPM serves as a unified mechanism than can span collection of dice of varying capability and function, which together form a traditional system-on-chip (SoC). HPM provides a basis for managing power and thermals across a diverse set of dice.

Abstract: A bypassing technique bypasses an indexing service and provides a bypass data path for transferring/retrieving snapshots from a production cluster to an object store. In an embodiment, the production cluster may determine how extents of the snapshots are packed into objects of the object store and transfers the snapshots directly to the object store over the bypass data path. Once the snapshot transfer is completed, the production cluster provides location metadata as to how the snapshot extents are packed into objects to the indexing service. The indexing service is invoked to create an index of the location metadata and is not involved in the data transfer of the snapshots. In another embodiment, the production cluster identifies a snapshot to restore and queries the indexing service to compute the deltas between the snapshot to be restored and a reference snapshot. The indexing service returns a set of segments that indicates the changed delta regions between the two snapshots.

Abstract: Systems and methods are provided for detecting a shortfall condition with respect to a subscription agreement between a publisher and a subscriber, particularly in a network environment. A method, according to one implementation, includes the steps of examining measurable aspects of real-world subscription events between a publisher and a subscriber in a distributed system. The method also includes the step of comparing the measurable aspects with a subscription agreement between the publisher and the subscriber to determine if there is a shortfall with respect to the subscription agreement.

Abstract: A processing device includes a plurality of processing cores, a control register, associated with a first processing core of the plurality of processing cores, to store a first base clock frequency value at which the first processing core is to run, and a power management circuit to receive a base clock frequency request comprising a second base clock frequency value, store the second base clock frequency value in the control register to cause the first processing core to run at the second base clock frequency value, and expose the second base clock frequency value on a hardware interface associated with the power management circuit.

Abstract: A vehicular trailer angle detection system includes a camera disposed at a rear portion of a vehicle. The vehicular trailer angle detection system, via processing of frames of image data captured by the camera, tracks changes of features present in a current frame of captured image data and present in a previous frame of captured image data and determines features of the trailer based on the tracked changes of features. The determined features of the trailer have respective changes between the current frame of image data captured by the camera and the previous frame of image data captured by the camera. The vehicular trailer angle detection system determines angle of the trailer relative to the vehicle based at least in part on tracking of the determined features of the trailer over multiple captured frames of image data.

Abstract: A gas sensor system and a method of operating the gas sensor system can include a group of sensors and a microcontroller that can receive sensor measurements from the group of sensors. Feedback from the group of sensors can generate a sensor offset and a pulse width modulation (PWM) demodulator can be varied to reduce the sensor offset to null and provide sensor-to-sensor variations, which are independent of error in the sensor measurements.

Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support automated optimization of product management systems. In embodiments, automated optimization of component tools of the product management system is provided by automated evaluation and optimization of associated rules and metadata. In embodiments, metadata and rules may be associated to each other by an assessment engine. A recommendation engine may then identify non-compliant metadata, may determine a condition of the rule, and/or may generate recommendations for the rules based on the non-compliant metadata. Automated optimization of the product management system may include automated creation and mapping of decomposition relationships between commercial products and technical products. In embodiments, input data may be parsed into a set of object with unique attribute fields, which may then be validated.

Abstract: A vehicular alert system includes at least one sensor disposed at a vehicle and sensing exterior of the vehicle. The at least one sensor captures sensor data. Electronic circuitry of an electronic control unit includes a processor for processing sensor data captured by the at least one sensor to detect presence of objects viewed by the at least one sensor. The vehicular alert system, responsive to determining a likelihood that the vehicle is parking, tracks a position of a detected object until the object leaves a field of sensing of the sensor. The vehicular alert system predicts a position of the object relative to the vehicle and determines the object is a hazard based on the predicted position. The vehicular alert system, responsive to determining that the detected object is a hazard, alerts an occupant of the vehicle of the detected object.