Abstract: Aspects of the subject technology relate to systems, methods, and computer-readable media for predicting energy states of devices operating in an environment. An operational constraint and a device setting for a device operating in an environment can be identified. An environmental state of the environment can be predicted based on the device operating at the device setting and under the operational constraint through application of an environmental state model that maps varying operational constraints and varying device settings to varying environmental states in the environment. An energy state for operating the device in the environment at the device setting and under the operational constraint can be predicted based on the predicted environmental state through application of an energy consumption model that maps the varying environmental states to varying energy states.

Abstract: Method and apparatus for a configuration for optimizing operations between TNs and NTNs. The apparatus transmits, to a first network connected to the UE, an indication of a network preference for a second network based on at least an application at the UE. The apparatus communicates with the first network or the second network after sending the indication. The apparatus may switch to the second network automatically in response to transmission of the indication. The apparatus may measure a signal corresponding to the second network to determine a coverage quality of the second network. The apparatus may receive a transition indication to transition to a cell associated with the second network in response to the indication of the network preference for the second network.

Abstract: A memory device comprising a programmable command-and-address (CA) interface and/or a programmable data interface is described. In an operational mode, two or more CA interfaces may be active. In another operational mode, at least one, but not all, CA interfaces may be active. In an operational mode, all of the data interfaces may be active. In another operational mode, at least one, but not all, data interfaces may be active. The memory device can include circuitry to select: an operational mode; a sub-mode within an operational mode; one or more CA interfaces as the active CA interface(s); a main CA interface from multiple active CA interfaces; and/or one or more data interfaces as the active data interfaces. The circuitry may perform these selection(s) based on one or more bits in one or more registers and/or one or more signals received on one or more pins.

Abstract: A method of forming a three-dimensional structure using droplet-based freeform printing is provided. The method includes depositing a structural material through one or more nozzles onto a surface of a substrate by droplet-based freeform printing, such as inkjet printing, to form one or more three-dimensional structures including a smooth surface and one or more cross-sectional dimensions. The structural material undergoes a liquid-to-solid transition after deposition of the structural material, and the one or more cross-sectional dimensions are controlled by a droplet ejection frequency.

Abstract: Various embodiments include methods and devices for circumventing processor error induced vulnerability. Embodiments may include determining whether a condition indicative of an error in a processor exists for a first processor, and preventing use of the first processor in response to determining that the condition indicative of the error in the processor exists for the first processor. In some embodiments, preventing use of the first processor may include transitioning the first processor to a low power state. In some embodiments, preventing use of the first processor may include preventing the first processor from being registered with an operating system. In some embodiments, the condition indicative of the error in the processor may include an enabled non-secure debug feature of the processor and a disabled secure debug feature of the processor.

Abstract: A computer-implemented method for optimizing input/output (I/O) operations per second (IOPS) of remote storage. The computer-implemented method includes receiving requests for read operations and write operations from users of an application, dynamically creating batches into which the requests can be aggregated, aggregating the requests into the batches and asynchronously passing each completed batch to the remote storage.

Abstract: A system and method for detecting a perceived level of driver discomfort in an automated vehicle that include receiving image data associated with a driving scene of an ego vehicle, dynamic data associated with an operation of the ego vehicle, and driver data associated with a driver of the ego vehicle during autonomous operation of the ego vehicle. The system and method also include analyzing the image data, the dynamic data, and the driver data and extracting features associated with a plurality of modalities. The system and method additionally include analyzing the extracted features and detecting the perceived level of driver discomfort. The system and method further include analyzing the perceived level of driver discomfort and detecting a probable driver takeover intent of the driver of the ego vehicle to takeover manual operation of the ego vehicle.

Abstract: Methods, systems, and computer readable medium for adding a label to page hosted by a secondary product platform from a client associated with a primary product platform independent of the secondary product platform are disclosed. The method include receiving, at a primary product server, from a primary client associated with the primary product server, a label request associated with a page hosted by a secondary product server; generating and communicating to the secondary product server, independent from the primary product server, a request for label data associated with the page; receiving one or more labels associated with the page from the secondary product server; and communicating the received one or more labels to the primary client for display in a user interface that includes a main panel displaying the page hosted by the secondary product server and a label panel displaying the one or more labels.

Abstract: A system, method, and computer-readable medium for assessing and reducing mental strain of a user when the user operates an information handling system comprising. Sensors of the information handling system's display capture light that is reflected from an eye of the user. The captured light is converted to voltage values over time. The voltage values are correlated to eye movement or blinking. If the eye movement or blinking meets or exceeds a threshold value, corrective action is taken to reduce mental strain of the user.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a network node may obtain position information associated with a first subset of network node positions, of a set of network node positions, in connection with a map associated with a wireless coverage area. The network node may obtain map information associated with the map and may determine, based on a machine learning component, a first plurality of predicted pathloss values associated with a second subset of network node positions of the set of network node positions. Numerous other aspects are described.

Abstract: A data processing system for machine-learning driven data analysis and reminders implements obtaining an electronic copy of demographic information and an electronic copy of insurance and benefits information associated with a user; providing the demographic information and the insurance and benefits information to a first machine learning model; analyzing the demographic information and the insurance and benefits information with the first machine learning model to output a first benefits utilization prediction that the one or more benefits are available to the user; providing the first benefits utilization prediction as an input to a recommendation engine; generating, using the recommendation engine, a benefits usage summary recommendation report that presents the information regarding the one or more benefits available to the user based on the first benefits utilization prediction; and causing a user interface of a display of a computing device to present the benefits usage summary recommendation report.

Abstract: A medical breathing gas filter housing includes a first housing body including a first port, and a second housing body including a second port. The gas filter housing is configurable between a closed state and an open state. In the closed state, the first housing body is snap fit to the second housing body such that first and second interior sides of the first and second housing bodies, respectively, define a cavity, the cavity sized to receive a replaceable gas filter media. In the open state, the first housing body is separated from the second housing body to provide access to the cavity.

Abstract: A computer method for identifying product in a distributor's inventory system that fulfills a product request made via a natural language query. the natural language query is received as a product request including multiple words in sequential order. The words are vectorized into word-vectors that are concatenated and used to generate a query embedding. The query embedding is processed utilizing a trained product category classifier that predicts which product category the requested product belongs. Forward and backward sequence vectors are generated from the sequentially ordered words of the query that are concatenated and processed using a trained model specific to the predicted product category. The sequence vectors represent positional relationships between the words of the natural language query. Thereafter, the system identifies product attribute(s) embodied in the natural language query that each correspond to a predetermined key-characteristic of the category.

Abstract: A battery module (102) is contained in a battery pack (100) and includes plural cells (118), a first cell holder (112), a second cell holder (114), and a current collector (116). The first cell holder (112) and the second cell holder (114) each have plural pockets to retain the cells (118). The first cell holder (112) and the second cell holder (114) are assembled to form a manifold to partially submerge the cells (118) within fluid. In addition, an interface (130) between a curved surface of the cells (118) and a curved surface of the pockets of at least one of the first cell holder (112) and the second cell holder (114) is sealed using a sealant. Further, the interface between the first cell holder (112) and the second cell holder (114) is sealed.

Abstract: In one embodiment, a power storage system includes a movable cart, an external frame, a rechargeable battery, and an electronic system. The movable cart includes a support frame. The support frame includes a base, a plurality of sidewalls mounted vertically with respect to the base, a lid mounted with respect to the plurality of sidewalls, and a set of wheels mounted with respect to the base. The external frame is mounted with respect to the base and is configured to extend around the plurality of sidewalls, where the plurality of sidewalls are accessible from a position outside of the external frame. The electronic system includes at least one output electrical receptacle and at least one input electrical receptacle. The electronic system is configured to electrically connect with the rechargeable battery, and the rechargeable battery and the electronic system are mounted with respect to the movable cart.

Abstract: Methods, systems, and devices for data management are described. A self-executing program of a blockchain network (e.g., blockchain distributed data store) may receive, from a client application, a first request to mint an identity attestation token for a user. The first request may include an indication of a wallet address for the user. The self-executing program may generate the identity attestation token that is indicative of first identity information, for the user, that is stored in an off-chain data source and broadcast a message that is configured to transfer the identity attestation token to the wallet address for the user. The self-executing program may receive, from a second application, a request for the first identity information for the user and send, to the second client application after receiving the request, a second message that includes information indicative of the off-chain data source.

Abstract: A method of indicating resources for uplink-based positioning includes: determining whether a UE is within a downlink coverage area of a serving cell, for a first frequency band and a transmit power of the serving cell, and outside an uplink coverage area of the serving cell for the first frequency band and a transmit power of the UE; identifying a second frequency band supported by the UE, the second frequency band including frequencies below a lowest frequency of the first frequency band; and providing at least one PRS indication indicating at least OFDM UL-PRS resources in the second frequency band for the UE based on a determination that the UE is outside the uplink coverage area of the serving cell for the first frequency band and the transmit power of the UE.

Abstract: A method (900) and system (150) for delivering media content to users is disclosed. A request for a playback URL in relation to a content title is received from an electronic device (104) associated with a user (102). At least a network Autonomous System Number (ASN), an IP address and a content ID are extracted from the request. A location of the user (102) is determined based on the network ASN and the IP address. Relevant Content Delivery Networks (CDNs) are identified based on the location and the content ID. An optimal CDN is selected based on at least one performance statistic and at least one predefined routing policy. The playback URL is provided to the electronic device (104) in response to the request for the playback URL. The playback URL is configured to facilitate display of content associated with the content title on the electronic device (104).

Abstract: Provided herein are phosphorus battery electrolyte additive chemicals for use in aqueous batteries that prevent self-discharge in the form of corrosion and hydrogen evolution, which increases the efficiency and extends the shelf-life of the batteries.

Abstract: A method and system is provided for mapping a term to a vector representation in a semantic space. Provided techniques allow for efficient and accurate determination of vector representations for query terms that are terms of emerging interest or are otherwise not included in a set of terms for which vector representations are pre-calculated.