Abstract: A method for assessing a cybersecurity risk of a software object includes generating an abstract syntax tree (AST) for a software object, and determining that the AST is insufficient to identify, to a specified confidence level, a cybersecurity risk of the software object. In response to determining that the AST is insufficient to identify the cybersecurity risk of the software object, a graph convolutional neural network (gCNN) is executed, based on the AST, to produce a set of features for the AST and to produce a probability of maliciousness of the software object based on the set of features. A signal representing an alert is sent, based on the probability of maliciousness, if the probability of maliciousness exceeds a pre-defined threshold.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for deploying cloud-native services across a plurality of cloud-computing platforms. For example, systems disclosed herein identify resource identifiers associated with cloud-computing services (e.g., types of services) to be deployed on one or more resources capable of executing or otherwise providing cloud-native services. The systems disclosed herein further generate resource bindings including deployment specifications that include data for deploying cloud-native services on corresponding platform resources (e.g., cloud resources, edge resources). Using the resource bindings, the systems disclosed herein can deploy cloud-native services across multiple platforms via control planes configured to manage operation of resources on the different platforms.

Abstract: Disclosed are techniques and amplifier stages that include wave division multiplexers, semiconductor optical amplifiers and wave division demultiplexers that amplify optical signals. An input optical signal having a first bandwidth is partitioned into a plurality of subband optical signals by thin film filters tuned to a selected bandwidth that is less than the first bandwidth. Each of the plurality of subband optical signals has a bandwidth that is a portion of the first bandwidth. Each subband optical signal is input into a semiconductor optical amplifier that is tuned to the respective portion of the first bandwidth that corresponds to the subband optical signal. The combination of the partitioned input optical signal and tuned semiconductor optical amplifiers provides improved optical signal transmission performance by reducing polarization dependent gain.

Abstract: An apparatus is provided that includes a block of memory cells and a control circuit coupled to the block of memory cells. The control circuit is configured to perform an erase operation on the block of memory cells by determining a first count of a number of times that the block of memory cells previously has been programmed and erased, determining a threshold number based on the first count, and determining whether the erase operation passed or failed based on the threshold number.

Abstract: The present invention provides a therapeutic massage device having a tapered cylindrical body, a flat base and a dome-shaped top. The therapeutic massage device of the present invention is manufactured from a natural material, such as natural cork tree bark, that is free of rubbers and/or adhesives. The therapeutic massage device may be manufactured by shaping the desired shape from a single piece of raw natural material.

Abstract: A wireless device transmits, via an uplink resource, a sub-codebook comprising feedback bits for at least one of downlink control information (DCI) or a multi-physical downlink shared channel (PDSCH) scheduling DCI (M-DCI). The DCI schedules a PDSCH reception via code block groups (CBGs). The M-DCI schedules multiple PDSCH receptions for a cell. A number of the feedback bits is based on a larger of a first number of schedulable PDSCHs by the M-DCI and a second number of the CBGs.

Abstract: Space-based systems, methods, and apparatus transmit data between terrestrial nodes using route creation and data transmission protocols that establish radio routes that transmit data over long distances between large numbers of terrestrial nodes via one or more satellites and/or other types of non-terrestrial aerial nodes. One approach uses satellites in stochastic orbits, in which some of the satellites receive and transmit signals simultaneously in different frequency bands to more readily create optimum radio routes for data transmissions between terrestrial nodes. Other approaches use route creation and data transmission protocols that increase the number of terrestrial nodes supported by the system. Still another approach uses a multi-level system in which drones and/or balloons service local areas while longer distance data transmissions are supported by one or more layers of satellites in cohorts in uncontrolled orbits at different altitudes.

Abstract: A blockage clearing device is disclosing having a reservoir tube with a hollow interior configured to hold an amount of fluid. A piston plunger is disposed within the hollow interior of the reservoir tube and an injector nozzle is coupled to an end of the reservoir tube, the injector nozzle having an injector opening configured to receive and release fluid. A gasket seal surrounds the injector nozzle wherein the injector opening is accessible from an exterior of the gasket seal. The gasket seal is configured to fit between a siphon waste and siphon jet of a toilet wherein the siphon waste is sealed from the siphon jet.

Abstract: A shaving device comprising a head assembly including a support member having at least one support member magnet and a blade cartridge having at least one face with at least one razor blade and configured to be rotatably coupled to the support member about a pivot axis. The blade cartridge includes at least one blade cartridge magnet having a pole aligned with a pole of the support member magnet to generate a magnetic force that urges the blade cartridge about the pivot axis towards an initial starting position (ISP), wherein the blade cartridge is further configured to rotate about the pivot axis away from the ISP upon application of an external force sufficient to overcome the magnetic force between the support member magnet and the blade cartridge magnet.

Abstract: A computing apparatus of an insight interfacing system receives from a user a request for a dataset comprising a plurality of subspaces of a multi-dimensional data structure. Insights are received based on the received request then presented on a display device. Also, a chart may be presented based on the received request. The computing apparatus receives a selection of at least a portion of the presented one or more insights or a portion of the chart, then receives contextual insights based on the selected portion and presents the contextual insights on the display device.

Abstract: A transmission system for a vehicle includes a first helical pinion gear having a helix angle coupled to a first shaft and configured to receive an input torque. The transmission system includes a second helical pinion gear having a first helix angle coupled to a second shaft and configured to receive the input torque. The second shaft is disposed within the first shaft and rotatable within the first shaft. The transmission system includes a differential assembly having a third helical gear having the first helix angle coupled to the first helical pinion gear, and a fourth helical gear having the helix angle coupled to the second helical pinion gear. The third helical gear and the fourth helical gear are coupled to a differential gear set to drive a first output shaft and a second output shaft associated with the vehicle.

Abstract: An event-related media management system contextualizes media content. The event-related media management system associates media content with contextual event-related data to associate the media content with the events and information about the events. The contextual event-related data can then be used to provide access to the media content, such as through relevant search results or by presenting the media content in organized displays for contextual browsing and navigation. In some embodiments the event-related media management system generates contextualized media content for contextual search, discovery, and advertising.

Abstract: An electrified vehicle includes a human-machine interface to enable a towed vehicle mode to enable electric pumps to lubricate and/or cool vehicle components and to disable driver assistance features while the electrified vehicle is being towed by another vehicle. The electrified vehicle includes a drivetrain having an electric machine configured to provide propulsive torque to vehicle wheels, a high-voltage traction battery selectively connected to the electric machine, a battery powered fluid pump configured to pump fluid to the drivetrain, and a controller programmed to, after receiving a signal enabling towed vehicle operation of the electrified vehicle, control operation of the battery powered fluid pump while the electrified vehicle is being towed.

Abstract: An e-vapor apparatus may include a pod assembly including a pre-vapor formulation compartment, a first electrical connector, a vapor channel traversing the pre-vapor formulation compartment, and a vaporizer, the pre-vapor formulation compartment configured to hold a pre-vapor formulation therein and in fluidic communication with the vaporizer during an operation of the e-vapor apparatus, the first electrical connector including first and second power electrodes, the first power electrode including a first contact portion on an exterior of the first electrical connector and a first extended portion configured to contact an anode portion of the vaporizer, the second power electrode including a second contact portion on the exterior of the first electrical connector and a second extended portion configured to contact a cathode portion of the vaporizer. The e-vapor apparatus may further include a dispensing body including a second electrical connector configured to connect to the first electrical connector.

Abstract: An electrified vehicle includes a human-machine interface to enable towed vehicle mode and specify a desired traction battery charge upon arrival at a destination. A controller is programmed to vary charging rate of the traction battery while the electrified vehicle is being towed over a user-specified distance to the destination to obtain the user-specified target charge for the traction battery upon reaching the destination. The target charge may be entered as a percentage state of charge (SOC), a distance to empty (DTE), or Watt hours, and converted to net energy input required for the traction battery. The controller distributes the charging load over the entire distance to reduce the affect on the drivability and efficiency of the towing vehicle by varying regenerative braking of the electric machine(s) while being towed to provide a net energy needed to obtain the target charge upon reaching the destination.

Abstract: Systems and methods for simplifying the assignment and management of IP addresses are provided. In examples, a DHCP relay agent system receives an IP address request or similar discover message from a client computing device and forwards the request to one or more DHCP servers. In addition to forwarding the request, the DHCP relay agent system may be configured to append and forward information related to the DHCP negotiation process to a DHCP server. For example, the indication of operations may include executable instructions, such as opcodes, that facilitate the offer of an IP address lease. Parameters necessary for executing the operations, such as operands, may also be appended. In examples, the DHCP server may effectively operate as a processor, virtual processor, or virtual machine in the lease negotiation process, where IP address assignment or management decisions are pre-defined by the configuration information of the DHCP relay agent system.

Abstract: A touch controller includes a processing module operably coupled to a plurality of sensing circuits, the processing module is operable to receive a sense signal regarding an electrical characteristic of a sensor of a plurality of sensors. The processing module is further operable to determine the sense signal indicates the electrical characteristic is affected by an identifying signal emitted by a finger. The processing module is further operable to determine a coordinate location of the sensor. The processing module is further operable to generate a proximal touch signal that includes the coordinate location of the sensor.

Abstract: An electrode assembly for an electrochemical cell that cycles lithium ions is provided. The electrode assembly includes one or more electroactive material layers including a plurality of electroactive material particles and a plurality of binder material fibers dispersed with the electroactive material particles. At least one electroactive material particle of the plurality may have a first protective layer coated thereon, and at least one binder material fiber of the plurality may have a second protective layer coated thereon. The first and second protective layers may be the same or different. The binder material fibers can include polytetrafluoroethylene (PTFE).

Abstract: An electrified vehicle includes an electric machine, a traction battery selectively connected to the electric machine, a human-machine interface (HMI), and a controller programmed to, after receiving a signal from the HMI enabling towed vehicle operation of the electrified vehicle, control the electric machine to generate a regenerative braking torque in response to deceleration of the electrified vehicle exceeding an associated deceleration threshold and road grade being below a road grade threshold. The controller may also be programmed to control friction brakes of the electrified vehicle in response to the deceleration exceeding the associated threshold. The controller may control brake lights of the electrified vehicle in response to the regenerative braking and/or friction braking. Regenerative and friction braking may be released in response to acceleration exceeding a corresponding threshold.

Abstract: A dual needle assembly comprising a housing comprising a first sterility filter, and a second sterility filter, a first needle for transporting a liquid comprising a first end coupled to the housing; and a second end extending from the housing, a second needle for transporting a stream of air comprising a third end coupled to the housing, and a fourth end extending from the housing. The first sterility filter is in-line with the first needle, such that the liquid transported via the first needle passes through the first sterility filter. The second sterility filter is in-line with the second needle, such that the stream of air transported via the second needle passes through the second sterility filter. The first sterility filter can be a fluid filter. The second sterility filter can be an air filter.