Abstract: Disclosed herein are system, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for recommending content to a user. An embodiment identifies a first set of content items based at least on a first set of weights respectively associated with different user interests, causes the first set of content items to be presented to the user, determines a measure of user interaction with the first set of content items, provides the measure of user interaction to one of a multi-arm bandit (MAB), contextual MAB, or reinforcement learning model that selects, based at least on the state information and the measure of user interaction, a second set of weights respectively associated with the different user interests, identifies a second set of content items based at least on the second set of weights, and causes the second set of content items to be presented to the user.

Abstract: A classifier component receives an instruction to determine whether any data fields in a datastore are sensitive data fields in which sensitive data is stored. The classifier component analyzes the set of data fields and determines that a data field is a sensitive data field. The classifier component causes information that classifies the data field as a sensitive data field to a data catalog without sending content of any data field in the set of data fields to the data catalog. A data security component subsequently accesses a query made to the datastore, the query including a data field name that identifies the data field. The data security component determines, based on the data catalog, that the query requested content from a sensitive data field, and stores, by the data security component, information that the query requested the content from the sensitive data field.

Abstract: Methods, devices, and systems are described for closed-loop neuromodulation for control of a physiological state. The system includes an energy application system, a user device, a sensor, and a controller. The controller may be configured to select a state phase based on an engagement component. The controller may be configured to prompt at least one of the user device to present a cue to the subject or the energy application system to apply the electrical stimulation to the subject based on the selected state phase. The controller may be configured to measure the set of physiological reactions induced by the selected state phase. The controller may determine a subject bio-psychiatric therapeutic trajectory based on the measured set of physiological reactions from the subject, the subject bio-psychiatric therapeutic trajectory generated by mapping the set of physiological reactions from the subject to the state phase.

Abstract: Embodiments are generally directed to cache structure and utilization. An embodiment of an apparatus includes one or more processors including a graphics processor; a memory for storage of data for processing by the one or more processors; and a cache to cache data from the memory; wherein the apparatus is to provide for dynamic overfetching of cache lines for the cache, including receiving a read request and accessing the cache for the requested data, and upon a miss in the cache, overfetching data from memory or a higher level cache in addition to fetching the requested data, wherein the overfetching of data is based at least in part on a current overfetch boundary, and provides for data is to be prefetched extending to the current overfetch boundary.

Abstract: The disclosed technology relates to determining a period in which a non-urgent RRM update should be deferred. The method may comprise applying a first update to an existing configuration of the plurality of wireless access points in the network based on an analysis of telemetry received from the plurality of wireless access points received over a period spanning at least two busy periods. The method may further comprise applying a second update that modifies the first preferred network configuration based on an analysis of telemetry received during the first busy period. The method may further comprise applying a maintenance update to the tweaked network configuration based on telemetry received during the next busy period.

Abstract: A tribo-electrostatic separation process and system for the preparation of various food and feed products. A tribo-electric separation process and system for fractionating a feed mixture comprising at least two members of the group of proteins, starches, soluble and insoluble fibers. Namely, supplying a feed mixture comprising at least two of the group of proteins, starches, soluble and insoluble fibers to a tribo-electric separator and simultaneously charging and separating the feed mixture into at least two subfractions, with one of the subfractions enriched in one of protein, starch and fiber and having a composition different than the feed mixture.

Abstract: Techniques are described for personalizing customer interactions using one or more machine learning models for customer communications. For example, a computing system includes a memory and one or more processors in communication with the memory. The one or more processors are configured to: retrieve, from a database in memory, one or more sets of emotion factor values for communication data associated with a customer over time; classify, using an emotion propensity model running on the one or more processors, the customer into an emotional profile according to the customer's typical emotional response during customer communications based on the one or more sets of emotion factor values for the communication data associated with the customer over time; and determine a probability that the customer will respond positively to a particular type of customer engagement based on the emotional profile for the customer.

Abstract: This disclosure provides methods, devices and systems for transmitting and receiving, between an access point (AP) and one or more stations (STAs) in a basic service set (BSS), an indication of a puncturing event. In some examples, the transmitting and receiving may use non-legacy elements configured to provide information about the puncturing event. In certain aspects, the disclosure provides methods for transmitting and receiving, between the AP and one or more STAs, an indication of an operating band switch. In some examples, the transmitting and receiving may use non-legacy elements configured to provide information about the operating band switch.

Abstract: In an embodiment, a method for selecting a frequency combination for a User Equipment (UE), is disclosed. The method includes determining, by the UE, at least one of a bandwidth or multiple-input multiple-output (MIMO) layer information associated with each of a plurality of cells upon detecting the plurality of cells present in a network. The method includes identifying, by the UE, at least one combination of cells amongst the plurality of cells providing a maximum throughput based on the determined bandwidth and the MIMO layer information associated with each of the plurality of cells. The method further includes latching, by the UE, onto the combination of cells with the maximum throughput.

Abstract: Aspects of the disclosure are directed to a packet cache eviction engine for reliable transport protocols of a network. The packet cache eviction engine can manage on-chip cache occupancy by evicting lower priority packets to off-chip memory and ensuring that higher priority packets are kept on-chip to achieve higher performance and lower latency in processing packets in the network.

Abstract: An apparatus to facilitate barrier state save and restore for preemption in a graphics environment is disclosed. The apparatus includes processing resources to execute a plurality of execution threads that are comprised in a thread group (TG) and mid-thread preemption barrier save and restore hardware circuitry to: initiate an exception handling routine in response to a mid-thread preemption event, the exception handling routine to cause a barrier signaling event to be issued; receive indication of a valid designated thread status for a thread of a thread group (TG) in response to the barrier signaling event; and in response to receiving the indication of the valid designated thread status for the thread of the TG, cause, by the thread of the TG having the valid designated thread status, a barrier save routine and a barrier restore routine to be initiated for named barriers of the TG.

Abstract: A method, computer program, and computer system is provided for image processing. Data corresponding to an out-of-focus image is received. A first image is generated based on segmenting the received data. A second image is generated based on sharpening the received data corresponding to the out-of-focus image. A third image corresponding to one or more predetermined objects (e.g., cells) in the out-of-focus image is generated based on post-processing the generated first and second images.

Abstract: An access point (AP) may prioritize the allocation of uplink resources between multiple basic service sets (BSSs). In some aspects, the AP may select one of a plurality of BSSs, may allocate one or more random-access resource units (RUs) to only the selected BSS, and may transmit, for each of the selected BSSs, a respective frame indicating the random-access RUs allocated to that BSS. Wireless devices belonging to the selected BSS may contend for access to the random-access RUs allocated by the frame, and then transmit uplink data using the random-access RUs.

Abstract: The present invention provides N-acetyl derivatives of sialic acids, including N-acetyl derivatives of Neu5Ac and Neu5Gc. Methods for preparing related precursors and a variety of sialosides are also disclosed.

Abstract: Methods and systems are provided for monitoring the operation of a sucker rod pump (SRP), which involves a workflow that processes surface operational data and downhole operational data related to the operation of the SRP. The surface operational data is derived from real-time measurements performed by surface-located sensors, while the downhole operational data is derived from real-time measurements performed by downhole sensors. The surface operational data is processed to generate input data for supply to a first machine learning model (e.g., Surface Data Classifier) and the downhole operational data is processed to generate input data for supply to a second machine learning model (e.g., Downhole Data Classifier). The output of at least one of the first and second machine learning models is used to characterize an operational condition or status of the SRP.

Abstract: A system includes: an alternating current (AC) to direct current (DC) converter (AC-DC converter) including a bulk capacitor, the AC-DC converter connectable to a line voltage; a DC to DC converter (DC-DC converter) connected to the AC-DC converter, the DC-DC converter including: one or more transformers having a secondary side connectable to a battery, and a bridge rectifier connected to the secondary side of the one or more transformers, the bridge rectifier including a bridge rectifier switch; and one or more controllers configured to control an operation of the bridge rectifier switch to control a voltage of the bulk capacitor.

Abstract: A method for characterizing an object in the surroundings of a motor vehicle in which method the motor vehicle is moved relative to the object and ultrasonic signals are emitted with an ultrasonic sensor. Echoes of the ultrasonic signals reflected by the object are received, respective amplitudes of the received echoes are determined, and a classification of a height of the object is established based on the amplitudes.

Abstract: A method for managing tasks performable by autonomous vehicles includes performing a setup for various utility capabilities of an autonomous vehicle, where the various utility capabilities of the autonomous vehicles perform multiple activities to complete a task. The method also includes receiving programming constructs to support task definitions and configurations of the various utility capabilities of the autonomous vehicle. The method also includes configuring the autonomous vehicle with the multiple activities to complete the task and associating each activity with one or more utility capabilities from the various utility capabilities of the autonomous vehicle. The method also includes instructing the autonomous vehicle to perform the multiple activities to complete the task and validating, via the various utility capabilities of the autonomous vehicle, the completion of the task.

Abstract: An image forming apparatus for lenticular image printing, the apparatus comprising: a housing enclosing a plurality of rollers and a dye sublimation print head comprising a heating element; wherein the plurality of rollers is configured to load a dye sublimation ribbon into the dye sublimation print head and move an image substrate from a store of image substrate, or a lenticular lens substrate from a store of lenticular lens substrate, to the dye sublimation print head, wherein the dye sublimation print head is configured to use the ribbon to form an image on the image substrate or on a surface of the lenticular lens substrate, the image comprising a plurality of interlaced images; wherein the plurality of rollers is configured to move the lenticular lens substrate or the image substrate into contact with the other of the lenticular lens substrate or the image substrate, and wherein the image forming apparatus is configured to secure the lenticular lens substrate to the image substrate to form a lenticular i

Abstract: In an aspect, an asset tracking coordination component estimates a time of a beacon transmission from a wireless energy charging-capable device coupled to an asset within a threshold proximity of a scanning device based on an estimated distance between the asset tracking coordination device and the scanning device and timing information associated with a wireless energy transmission, and schedules a beacon scanning window for the scanning device to scan for the beacon transmission based on the estimated time. In a further aspect, a scanning device may both provide a wireless energy transmission and may also scan for beacon transmission(s) from wireless energy charging-capable device(s) during a beacon scanning window.