Abstract: A communication network includes first switches interconnected with second switches. Each first switch includes a first integrated circuit (IC) switch chip, downlink ports, and uplink ports. Each second switch includes ports coupled to at least one uplink port of each of the first switches, and a second IC switch chip in an IC package. To permit each second IC switch chip to forward packets amongst a large number of first switches and to reduce a number of external interconnects of the IC package, each second IC switch chip includes sets of multiplexer/demultiplexer circuitry, each multiplexer/demultiplexer circuitry being coupled between an external interconnect, and a set of multiple internal network interfaces of the second IC switch chip. The multiplexer/demultiplexer circuitry demultiplexes a data stream from the external interconnect to multiple internal network interfaces, and multiplexes multiple data streams from the multiple internal network interfaces to the external interconnect.

Abstract: The present disclosure provides computer-implemented systems and methods for building a skills graph, as well as related systems and methods for generating recommendations, determining gap skills, and other outputs based on a skills graph.

Abstract: An aspect of the present invention facilitates secure data exchange between entities. In one embodiment, an Enterprise Resource Planning (ERP) system (provided according to aspects of the present invention) sends on behalf of a first entity, a link to a second entity, the first entity being an authorized user of the ERP system and the second entity being an unauthorized user of the ERP system. Upon receiving an indication that the link has been selected by the second entity in an end user system, the ERP system verifies the second entity based on the link and facilitates the second entity to either view a first data stored in the ERP system or add a second data to the ERP system.

Abstract: Modified zeolites may include a microporous framework including a plurality of micropores having diameters of less than or equal to 2 nm. The microporous framework may include at least silicon atoms and oxygen atoms. The modified zeolite may include a plurality of mesopores having diameters of greater than 2 nm and less than or equal to 50 nm, wherein the plurality of mesopores are ordered with cubic symmetry. The modified zeolite may include a plurality of titanium atoms each bonded to four bridging oxygen atoms, wherein each of the bridging oxygen atoms bonded to the titanium atoms bridges one of the plurality of the titanium atoms and a silicon atom of the microporous framework.

Abstract: A sensor data processing system includes various elements, including a perception unit that collects data representing positions of sensors on a vehicle and obtains environmental information around the vehicle via the sensors. The sensor data processing system also includes a feature fusion unit that combines the first environmental information from the sensors into first fused feature data representing first positions of objects around the vehicle, provides the first fused feature data to the object tracking unit, receives feedback for the first fused feature data from the object tracking unit, and combines second environmental information from the sensors using the feedback into second fused feature data representing second positions of objects around the vehicle. The sensor data processing system may then at least partially control operation of the vehicle using the second fused feature data.

Abstract: Systems and methods for uniquely identifying and regularly authenticating users at login are disclosed. A method may include an authentication computer program receiving a user identifier for a user as part of a login attempt from a workstation computer program; communicating a multifactor authentication request to an authenticator application executed on a user mobile electronic device; receiving a response to the multifactor authentication request from the authenticator application; verifying that the response to the multifactor authentication request matches an expected value; and saving user activity data associated with the login attempt, and a user trust computer program calculating a user trust score based on the user activity data; determining that the user trust score is above a threshold; and authorizing the login attempt to the workstation and a user session on the workstation.

Abstract: A device includes an array powered between virtual supply and reference voltages, with each row having a wordline and each column having a bitline and complementary bitline. The virtual supply voltage circuit includes a first transistor configured to output the virtual supply voltage, and a second transistor configured to turn off to reduce current supplied to the array. A column driver, while the second transistor is off, drives the bitlines and complementary bitlines to opposite logic states in response to an internal clock. A row decoder asserts wordlines in response to the internal clock. Due to the reduced current supplied to the array, the bitlines remain at a logic high state and the complementary bitlines fall to a logic-low state, resetting the memory cells.

Abstract: A method of providing information related to a charge status of an electric vehicle includes monitoring, with a system controller in communication with an electrical system within the vehicle, information related to a charge status of the vehicle, and, displaying, with the system controller, for a person in proximity of the vehicle, information related to a charge status of the vehicle.

Abstract: Implementations are directed to receiving a set of time series image frames within a time period including a plurality of time points; identifying a first entity, wherein the first entity is coupled with a plurality of first positions corresponding to the plurality of time points; identifying a second entity, wherein the second entity is coupled with a plurality of second positions corresponding to the plurality of time points; determining a position difference of the first entity between any two consecutive time points; determining a position difference of the second entity between any two consecutive time points; determining an interaction between the first entity and the second entity based on i) the position difference of the first entity over the time period, and ii) the position difference of the second entity over the time period; determining whether metadata of the interaction satisfies a threshold; and providing feedback on the interaction.

Abstract: Provided herein are oil seed protein isolates with novel properties, processes for producing oil seed protein isolates, and uses for oil seed protein isolates.

Abstract: The taxonomic resolution obtained with conventional sequencing methods like Sanger (longer read lengths) takes a huge amount of time. While, NGS technologies (shorter read lengths) involves a lot of cost in sequencing. In addition to that the accuracy and depth of taxonomic classification is also less. A method and system for improving accuracy of amplicon sequencing based taxonomic profiling of microbial communities has been provided. The proposed strategy relies on obtaining taxonomic abundance profiles of a microbial community from two paired-end sequencing experiments, each of which targets different pair-wise combinations of non-contiguous (or contiguous) V-regions. The two taxonomic profiles are then combined based on (pre-estimated) accuracies of the individual V-regions (targeted in the experiments) in resolving each of the taxonomic groups under consideration.

Abstract: The present invention relates to novel anthranilamides of Formula I, wherein, the definition of W1, W2, B1, B2, D, Z1, E, R1, R3, R4, m is as described in the description. The present invention also relates to the composition, combination, use and method of application of the anthranilamides of Formula I.

Abstract: The present disclosure describes compositions and methods for preparing membrane protein nanosheets and two-dimensional crystals. In particular, the methods employ a solvent. A mixture of a polymer and a membrane protein is solubilized in the solvent, applied to a substrate, and subsequently dried to form the nanosheet or two-dimensional crystal. Applicants have surprisingly found that the membrane proteins maintain their structure when exposed to solvents during the short processing time utilized.

Abstract: Various embodiments include methods and devices for a secure execution environment in computing devices. Embodiments may include generating a binary executable file for execution in the secure execution environment by generating hashes of instructions of a function, inserting a start hash instruction and a stop hash instruction in object code of the function, and generating a binary executable having the function including the start hash instruction and the stop hash instruction. Embodiments may include implementing the secure execution environment by generating hashes of instructions of a function in parallel with executing the function, comparing the generated hashes of the instructions of the function to stored hashes of instructions of the function, and issuing an exception indicating to a processor that execution of the function is not secure for any difference between the generated hashes of the instructions of the function and the stored hashes of the instructions of the function.

Abstract: A system for determining a location and an orientation of a remote control unit within a mesh network. A remote control unit (RCU) includes a top wireless orientation beacon at a first end and a bottom wireless orientation beacon at a second end. The top wireless orientation beacon and the bottom wireless orientation beacon provide location information to a controller device. A plurality of wireless mesh beacons are disposed in a predetermined area to form a mesh network, and the controller device uses the plurality of mesh beacons to generate a map of the predetermined area. The controller device processes location information obtained from the RCU to determine a position and orientation of the RCU relative to the controller device in the map of the predetermined area.

Abstract: Techniques for user identity-based security policy enforcement. The techniques may include sending, to an edge device associated with a network, a networking policy associated with a user. The techniques may also include receiving, from an identity provider, an IP address associated with the user. Additionally, the techniques may include sending, to the edge device, an indication to associate the IP address with the user such that the edge device applies the networking policy to packets that include the IP address.

Abstract: The system described herein introduces a cache that a file system uses to determine, for a current object, if the process to merge different types of access control information into merged access control information has already been performed for a previous object. Stated alternatively, the file system uses the cache to determine whether a current object being processed for storage has the same combination of access control information as a previous object that has already been processed for storage. If the current object has the same combination of access control information as the previous object, the file system is able to associate merged access control information for the previous object with the current object via the use of a pointer. Consequently, the file system avoids having to perform the resource-intensive process of merging the different types of access control information for the current object.

Abstract: Techniques are described for generating a set of emotion factor values using one or more machine learning models for customer communications. For example, a computing system includes one or more processors in communication with a memory. The one or more processors are configured to receive communication data of a current communication associated with a customer, apply the communication data to an emotion-based indexer as input wherein the emotion-based indexer includes a set of machine-learning models for a set of emotion factors, generate as output from the emotion-based indexer a set of emotion factor values for the current communication wherein each emotion factor value indicates the measure of a particular emotion factor in the current communication, apply the set of emotion factor values to an emotion classification model, and classify the current communication into an emotion state based on the set of emotion factor values.

Abstract: In some embodiments, a computer system generates a recommendation for a user of an online service based on user actions that have been performed by the user within a threshold amount of time before the generation of the recommendation. For each user action, the computer system determines an intent classification that identifies an activity of the user and that corresponds to different types of user actions, as well as a preference classification that identifies a target of the activity, and then stores these intent and preference classifications as part of indications of the user actions for use in generating different types of recommendations using different types of recommendation models. Additionally, the computer system may use mini-batches of data from an incoming stream of logged data to train an incremental update to one or more recommendation models.

Abstract: Sensor data, including a group of time series elements, is received. A training data set is determined, including by determining for at least a selected time series element in the group of time series elements a corresponding ground truth. The corresponding ground truth is based on a plurality of time series elements in the group of time series elements. A processor is used to train a machine learning model using the training dataset.