Abstract: A software RAID/management communication system includes a chassis housing a software Redundant Array of Independent Disk (RAID) subsystem and a management subsystem that are each coupled to a storage device having a storage device memory subsystem. The software RAID subsystem provides a software RAID information request in the storage device memory subsystem that requests the management subsystem provide software RAID information associated with the operation of a software RAID provided by the software RAID subsystem, the software RAID subsystem then periodically accesses the storage device memory subsystem and, when the software RAID subsystem determines that the management subsystem has provided a software RAID information response in the storage device memory subsystem, the software RAID subsystem retrieves the software RAID information that was provided in the storage device memory subsystem by the management subsystem.

Abstract: A wireless transmit/receive unit (WTRU) may be configured for sidelink (SL) communication. The WTRU may receive SL discontinuous reception (DRX) configuration information from a peer SL WTRU. The SL DRX configuration information may comprise timer information. The timer information may comprise at least a SL on-duration timer, a SL inactivity timer, a SL hybrid automatic repeat request (HARQ) round trip time (RTT) timer, and a SL HARQ retransmission timer. The WTRU may apply the received SL DRX configuration information. The WTRU may report, on a condition that the WTRU has a connection to a network entity, to the network entity that the WTRU applied the received SL DRX configuration information.

Abstract: Described herein are systems and methods for verifying the integrity of data, such as data used for training machine learning models. Some implementations are directed to verifying the provenance of datasets, the contents of datasets, or both. In some implementations, multiple filters are selected for verifying the contents of datasets. Filters can be selected based on rules, random selection, or using a machine learning model in some implementations. In some implementations, data cleaning is provided.

Abstract: A method for providing a cooling system is described. The method includes providing a plurality of sheets. Each sheet includes at least one structure for a level in each cooling cell of a plurality of cooling cells. A particular level of each cooling cell includes a cooling element having a first side and a second side. The cooling element is configured to undergo vibrational motion to drive fluid from the first side to the second side. The method also includes aligning the sheets, attaching the sheets to form a laminate that includes the cooling cells, and separating the laminate into sections. Each section includes at least one cooling cell.

Abstract: The present invention relates to plants, particularly to crop plants including plants of the family Solanaceae having reduced expression and/or activity of SI ROP9 protein or homologs thereof, displaying increased water use efficiency (WUE) and enhanced tolerance to drought and/or salt stress, with minimal effect on the crop yield.

Abstract: A method for vehicle-to-vehicle charging for electric vehicles, including: controlling a three phase bi-directional on-board charger of a first electric vehicle to provide a DC power from an energy storage system of the first electric vehicle at a first terminal L1 and a second terminal L2 of the three phase bi-directional on board-charger of the first electric vehicle; transferring the DC power from the first terminal L1 of the first electric vehicle to an energy storage system of a second electric vehicle, and from the second terminal L2 of the first electric vehicle to an energy storage system of a third electric vehicle.

Abstract: A memory device includes a memory array having a plurality of wordlines coupled with respective memory cells of the memory array. Control logic is operatively coupled with the memory array, the control logic to perform operations including: determining, prior to performing a read operation at one or more strings of the respective memory cells, a number of wordlines that are associated with memory cells that have been programmed; adjusting, based on the number of wordlines, a read level voltage for a selected wordline of the one or more strings that is to be read during the read operation; and causing, during the read operation, the adjusted read level voltage to be applied to the selected wordline.

Abstract: An actuator usable in a cooling system is described. The actuator includes an anchored region and a cantilevered arm. The cantilevered arm extends outward from the anchored region. The cantilevered arm includes a step region, an extension region and an outer region. The step region extends outward from the anchored region and has a step thickness. The extension region extends outward from the step region and has an extension thickness less than the step thickness. The outer region extends outward from the extension region and has an outer thickness greater than the extension thickness.

Abstract: A method includes accessing, using at least one processor of an electronic device, a machine learning model. The machine learning model is a trained student model that is trained using audio samples in a plurality of accent types. The method also includes receiving, using the at least one processor, an audio input from an audio input device. The method further includes providing, using the at least one processor, the audio input to the trained student model. The method also includes receiving, using the at least one processor, an output from the trained student model including frame-level probabilities associated with the audio input. In addition, the method includes instructing, using the at least one processor, at least one action based on the frame-level probabilities associated with the audio input.

Abstract: Systems, devices and methods are provided for inserting at least a portion of an in vivo analyte sensor, such as a dermal sensor, for sensing an analyte level in a bodily fluid of a subject. An applicator is positioned against a skin surface and a force is applied to the applicator causing at least a portion of a sharp and an in vivo analyte sensor to be positioned in the body of the subject. In particular, disclosed herein are embodiments of applicators designed to prevent premature sharp withdrawal and/or reduce the likelihood of improper sensor insertion. Also disclosed are embodiments of applicators including sharp modules having an angled sharp which can be configured to create an insertion path for a sensor.

Abstract: A system including a cooling element and an egress passageway is described. The cooling element is configured to provide a stream of hot air having been heated by a heat from a heat-generating structure. The hot air passes through the egress passageway toward an egress. The egress passageway includes at least one inlet through which cool air is drawn to be mixed with the hot air.

Abstract: A network node, computer program product, and a method by a network node to allocate at least two beams in a slot to schedule multiple user equipments, UEs, are provided. Each UE is allocated to a baseband port of a plurality of baseband ports such that there is more than one UE allocated to each baseband port. For each baseband port of the plurality of baseband ports: the baseband port is mapped to a polarization of an antenna having multiple polarizations and to one beam of a plurality of beams. The polarization of a baseband port is switched in a time domain to create time diversity of services towards the multiple UEs, wherein a UE is subject to a first polarization for a subset of time occasions and to a second polarization for other time occasions.

Abstract: Methods, systems, and computer-readable media are disclosed herein combine randomization functionalities with the machine-learning prioritization of workflows for performance testing. In aspects, a primary workflow having a sequence of user interface steps is input. Testing workflows are generated that represent each variable position of unlocked steps in the sequence of the primary workflow while maintaining the sequential position of any locked steps. These testing workflows are then ingested to a machine learning model that identifies as subset of the testing workflows to prioritize over other. Specifically, testing workflows are prioritized that at least partially match sequence patterns in historical workflow data that is associated with vulnerable computer code. The subset is output and tested by testing engine to generate a report of any vulnerable computer code.

Abstract: The present disclosure relates to compounds of Formula (I) or (II), which inhibit Gal-3, and include pharmaceutically acceptable salts, compositions comprising such compounds, and methods using and making such compounds and compositions.

Abstract: Embodiments described herein provide enhanced low-density hollow glass bead (HGB) fluids, as well as methods for utilizing such HGB fluids for wellbore drilling operations, completion operations, and workover operations. Such low-density HGB fluids include the following combination of constituents: a base oil, an oil viscosifying agent, HGBs at a concentration in a range between 20 vol % and 60 vol %, an organophilic clay, a clay activator, a surfactant, and (optionally) an H2S scavenger. Moreover, the low-density HGB fluids are suitable for use as lower-density cap fluids for pressurized mudcap drilling (PMCD) operations, alternative drilling fluids for managed pressure drilling (MPD) operations, alternative drilling fluids for conventional drilling operations corresponding to very-low-pressure or highly-depleted reservoirs, and/or lightweight fluids for wellbore workover operations.

Abstract: An artificial intelligence system is enabled for an autonomous vehicle to calculate a plurality of trajectory paths. The system is enabled to identify and recognize objects. The autonomous vehicle is enabled using a convolutional neural network to determine various paths associated with the autonomous vehicle and also of other moveable objects in the environment. The autonomous vehicle is further enabled to use a cloud based server or edge computing device to pre calculate environments including predictions of environments. Upon an threshold of paths available an aggressive driving move may be authorized to proceed by the autonomous vehicle. The system is enabled to identify and recognize objects using a plurality of sensors including vision-based sensors, image sensors, video sensors, camera sensors, LIDAR, and sensor fusion. Data from various sensors may be combined and fused together to provide enhanced input to the autonomous vehicle.

Abstract: An anomaly diagnosis system obtains a plurality of anomaly signals corresponding to a plurality of sensor signals of a physical system and segments one or more anomaly signals into a plurality of time segments. The system determines an anomaly score for each time segment based on anomaly values of the one or more anomaly signals during the time segment and identifies an anomaly time interval corresponding to at least one consecutive time segment within the plurality of time segments. The system clusters the plurality of anomaly signals within the anomaly time interval to identify an anomaly group of sensor signals associated with the anomaly time interval and determines an aggregate anomaly score for the anomaly group. The system generates a graphical user interface presenting a representation of the anomaly group of sensor signals and the aggregate anomaly scores and causes the graphical user interface to be displayed on a user device.

Abstract: A passenger seat row, for a vehicle such as a passenger aircraft, convertible between passenger seats and bunk beds. The passenger seat row includes a frame assembly including a backrest extending substantially a length of the frame assembly, the backrest configured to move between a stowed condition against the frame assembly and a deployed condition forming a substantially horizontal bed. Armrests attached to the frame assembly reposition to support the bed when in the deployed condition. In use, deploying the backrest forms a first bed positioned over the second bed to form a bunk bed sleeping provision for use, for example, during flight.

Abstract: Devices and/or methods of fabrication facilitating suppression of embedded SiGe optical waveguides with low defectivity are provided. In an embodiment, a device can comprise a substrate comprising a trench within the substrate, wherein the trench comprises a base surface and sidewalls comprising the substrate; and a fully strained silicon-germanium (SiGe) structure located within the trench, wherein a bottom surface of the SiGe structure is in contact with the base surface, wherein side surfaces of the SiGe structure are in contact with the sidewalls, and wherein the SiGe structure is at least twice the critical thickness.