Abstract: Differential privacy composition determination in a secure communication is provided. A method for determining differential privacy composition includes determining a differential privacy configuration including a first privacy parameter and a second privacy parameter, determining a privacy loss distribution, and performing a partial convolution operation of the privacy loss distribution by transforming the privacy loss distribution based on a predetermined parameter, determining an integral range based on the first privacy parameter and the privacy loss distribution, transforming the privacy loss distribution based on the integral range, and performing the partial convolution operation based on the integral range. The method also includes determining the second privacy parameter based on a result of the partial convolution operation, and controlling a dataset based on the differential privacy configuration to limit access to the dataset.

Abstract: An electronic device for artificial intelligence (AI) based resolution of security alarm events using video data is provided. The electronic device receives alarm data related to an alarm event associated with a point of access to a physical area of a premises. The electronic device transmits a video data request corresponding to the received alarm data. The electronic device receives the video data corresponding to the received alarm data. The electronic device determines a tag associated with the alarm event based on at least one of the received video data or the received alarm data. The electronic device applies an AI model on the determined one tag and the received alarm data. The electronic device determines a severity score indicating a level of authenticity of the alarm event. The electronic device controls rendering of information corresponding to the alarm event on a user interface based on the determined severity score.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, that identify and issue search queries expected to be issued in the future. A set of search queries that have been issued by multiple user devices can be obtained. For each query instance, contextual data can be obtained. A first query and its contextual data can be input to a model that outputs the query's likelihood of being issued in the future. The model can be trained using contextual data for training queries and a corresponding labels for the training queries. The learning model outputs the first query's likelihood of being issued in future, and this query is stored as a repeatable query if the likelihood satisfying a repeatability threshold. Subsequently, a stored repeatable query is issued upon a selection of a user selectable interface component and the search engine provides search results for the query.

Abstract: Embodiments of a microelectronic assembly comprise: a first set comprising one or more of first integrated circuit (IC) dies; a second set comprising another one or more of the first IC dies; a plate between, and in direct contact with, the first set and the second set; and a second IC die coupled to the first set, the second set, and the plate. Each IC die comprises a substrate of semiconductor material and an interconnect region including metallization in interlayer dielectric (ILD), the substrate and the interconnect region share a planar interface, and the first IC dies and the second IC die are arranged with the planar interfaces of the first IC dies parallel to each other and orthogonal to the planar interface of the second IC die.

Abstract: A process for electrochemical conversion of carbon dioxide using a three-compartment cell provides low voltage requirements, high faradaic efficiencies, and high concentration of formic acid in product solutions. The applied voltage between anode and cathode should be less than 3.5V. Carbon dioxide may be converted to an organic acid.

Abstract: A device may include detecting, by at least one latch status sensor, the latch being in a partially closed state and commanding, by a controller, the latch to change from the partially closed state to a fully closed state. The device may receive, from a switch disposed in the vehicle storage compartment, a command to change the latch to either an open state or the partially closed state to at least partially open the closure. Moreover, the device may include executing, by the latch, a cinching cycle to verify that the latch is in the fully closed state and the closure is in a fully closed position. Also, the device may include executing, in response to executing the cinching cycle, a release cycle transitioning the latch from the fully closed state to the partially closed state to move the closure from the fully closed position to a partially closed position.

Abstract: A device may include detecting, by at least one latch status sensor, the latch being in a partially closed state and commanding, by a controller, the latch to change from the partially closed state to a fully closed state. The device may receive, from a switch, a command to change the latch to either an open state or the partially closed state to at least partially open the closure. Moreover, the device may include executing, by the latch, a cinching cycle to verify that the latch is in the fully closed state and the closure is in a fully closed position. Also, the device may include executing, in response to executing the cinching cycle, a release cycle transitioning the latch from the fully closed state to the partially closed state to move the closure from the fully closed position to a partially closed position.

Abstract: The processor-based system includes a throttle request accumulate circuit to receive throttle requests, determine a highest or most aggressive throttle value among the throttle requests, and generate a throttle control signal configured to throttle activity in the plurality of processing circuits. Throttle requests have throttle values corresponding to a reduction in activity in at least a portion of the plurality of processing circuits and may correspond to a particular number of cycles of reduced activity in a window of cycles. In addition to reducing response time to local events or conditions compared to waiting for a hierarchical response, the throttle request accumulate circuit accumulates throttle requests from all circuits that adjust or throttle activity in the plurality of processing circuits, and ensures that the net effective throttle controlling activity in the processing circuits at any given time is based on the highest throttle value of those accumulated throttle requests.

Abstract: The disclosure provides antibody molecules that bind to TCR V? regions and multispecific molecules comprising said antibody molecules. Additionally, disclosed are nucleic acids encoding the same, methods of producing the aforesaid molecules, pharmaceutical compositions comprising aforesaid molecules, and methods of treating a cancer using the aforesaid molecules.

Abstract: Methods, systems, and devices for wireless communications are described. In some aspects, a user equipment (UE) may be configured with multiple bandwidth parts (BWPs) and may support multiple subscriber identification modules (SIMs) (e.g., may operate in a multi-SIM (MSIM) mode). The UE may tune away from a default data SIM (DDS) subscription for a tune away gap and may miss any downlink signaling, such as an indication of a BWP switch, for a duration of the tune away. To avoid latency resulting from such missed downlink signaling, the UE may support a mechanism according to which the UE may autonomously switch to a different BWP despite a missed command from a network entity. Such a mechanism may include transmission of a scheduling request (SR) on each of multiple BWPs configured for the UE and monitoring each of the multiple BWPs for signaling responsive to the SR.

Abstract: Provided herein are enzyme granules where the enzyme is encapsulated within a surfactant system. The enzyme granules contain 80-90% of active and functional ingredients and less than 15% fillers. The enzyme granules are easy to prepare, safe to handle and have a long shelf life. These granules can be used in detergent compositions which have various home care applications.

Abstract: The present invention relates to a stable oral liquid pharmaceutical composition of celecoxib or pharmaceutically acceptable salts thereof. The celecoxib present in the compositions as described herein do not show any precipitation when subjected in Fasted-State Simulated Gastric Fluid (FaSSGF) at pH 2.0, temperature of 37° C.±0.5° C. and under stirring at a speed of 50 rpm at least for 60 minutes. It also relates to the process of preparing and method of using said composition of celecoxib.

Abstract: Systems and methods are provided for identifying and rendering content relevant to a user's current mental state and context. In an aspect, a system includes a state component that determines a state of a user during a current session of the user with the media system based on navigation of the media system by the user during the current session, media items provided by the media system that are played for watching by the user during the current session, and a manner via which the user interacts with or reacts to the played media items. In an aspect, the state of the user includes a mood of the user. A selection component then selects a media item provided by the media provider based on the state of the user, and a rendering component effectuates rendering of the media item to the user during the current session.

Abstract: Resource assignment optimization is provided by obtaining preferences and capabilities for resources to complete tasks of a job, and representing the tasks as sets of configurable items, including a set of unassigned tasks to be assigned, and a set of proposed task assignments identifying proposed task assignments to resources, including the preferences and capabilities of the resources. The optimization process further includes obtaining a configurator to execute on one or more processors to generate an optimized solution, which identifies for the unassigned tasks an optimal set of assigned tasks to resources obtained with reference to the set of proposed task assignments, and executing the configurator to automatically generate the optimized solution, where the optimized solution contains task-to-resource assignments based on the capabilities of the resources, while meeting a satisfaction goal for completion of the job based on the preferences of the resources.

Abstract: Described is a method for controlling motion of a digital character, comprising: receiving one or more behaviour commands; translating the one or more behaviour commands into a time-sequence of channel parameters for one or more animation channels; receiving one or more motion sources; determining one or more motion parameters by applying the channel parameters to corresponding blend nodes in a blend tree based on the motion sources; and controlling motion of the digital character based on the one or more motion parameters. Also described is a system implementing the method.

Abstract: An INTERNET OF THINGS based computing system (100) to manage swapping of a battery in an electric two-wheeler is disclosed. The plurality of subsystems includes a battery health data capturing subsystem (112), configured to capture battery health data of the battery through sensors. The plurality of subsystems includes a battery swapping subsystem (116), configured to compare the captured battery health data with a threshold battery health data and determine whether battery swapping is necessary based on the compared result. The battery swapping subsystem (116) is configured to identify a proximal battery swapping station based on the compared results and also assign a battery swapping technician. The battery swapping subsystem (116) is configured to authenticate the assigned battery swapping technician to lock and unlock battery storage bay using secure keys for swapping of a discharged battery.

Abstract: A method is provided for identifying changes in road geometry, comprising obtaining an image of an initial road geometry for a geographical area, obtaining an image of movement data for the geographical area, forming a composite image from at least the image of initial road geometry and the image of movement data and generating an image of road geometry corrections by applying a trained road geometry correction model to the composite image, wherein the image of road geometry corrections identifies one or more differences between the actual road geometry of the geographical area and the initial road geometry. A method of training a suitable road geometry correction model is also described.

Abstract: A sterile storage stable ready-to-inject epinephrine composition contained within a flexible container and packaged within a secondary container, the composition including an aqueous pharmaceutically acceptable carrier containing epinephrine and a metal ion chelator, the epinephrine being present in a concentration of equal to or less than 0.07 mg/mL, substantially all of the epinephrine being an R-isomer, the composition having a pH of between 3.5-4.7, and the composition having, after storage of at least one month at 25° C., total impurities of equal or less than 0.7% and equal or less than 4% S-isomer content.

Abstract: An example apparatus comprises memory, first instructions, and programmable circuitry to be programmed by the first instructions to associate a first portion of metadata with a first category, the metadata corresponding to a cloud resource of a cloud account, associate a second portion of the metadata with a second category, and determine a template based on the first portion being greater than the second portion, the template associated with the first category, the template including second instructions to define a target state to be enforced on the cloud account.

Abstract: Methods and apparatus to manage infrastructure as code (IaC) implementations are disclosed, A disclosed example system to manage a shared computing resource includes programmable circuitry; and machine readable instructions to cause the programmable circuitry to: determine an IaC type associated with a request corresponding to the shared computing resource; select a template from a plurality of IaC templates based on the IaC type; and service the request based on the template.