Abstract: Systems and techniques are disclosed for performing wireless communications. For example, a wireless device (e.g., a user equipment (UE)) can transmit (or output for transmission), to a network entity, capability information related to a first functionality supported by a set of machine learning (ML) models of the apparatus. The wireless device can receive, from the network entity, a performance target associated with the first functionality.

Abstract: A method or a system for generating graphics representing a pipeline of a machine learning pipeline to be executed on a chipset. The system displays a graphical user interface (GUI). The GUI includes a canvas area. The system receives user indications for graphically specifying a processing pipeline of functional modules in the canvas area. The functional modules are executed by processors in a chipset. The system schedules the execution of the functional modules on the chipset, and displays graphics representing the pipeline of functional modules in the canvas area. The graphics show which functional modules are executed by which processors.

Abstract: An image processing system obtains an input image (e.g., a user provided image, etc.) and a mask indicating an edit region of the image. A user selects an image editing mode for an image generation network from a plurality of image editing modes. The image generation network generates an output image using the input image, the mask, and the image editing mode.

Abstract: Provided herein are stable, bioerodible films containing active ingredients, such as antimicrobial composition, antiviral compositions, antiretroviral compositions, and/or contraceptive compositions for intravaginal placement to provide prophylaxis against viral infections and contraception.

Abstract: In general, techniques are described for performing proximity-based output selection. A computing device comprising one or more network interfaces and processing circuitry may be configured to perform the techniques. The one or more network interfaces may communicate with one or more available outputs for playing content. The processing circuitry may determine a proximity to the computing device for each of the one or more available outputs, and determine, based on the proximity determined for each of the one or more available outputs relative to every other one of the one or more available outputs, a ranked list of available outputs. The processing circuitry may next interface, with a display, a graphical user interface that includes at least a portion of the ranked list of available outputs.

Abstract: This document relates to natural language processing using a framework such as a neural network. One example method involves obtaining a first document and a second document and propagating attention from the first document to the second document. The example method also involves producing contextualized semantic representations of individual words in the second document based at least on the propagating. The contextualized semantic representations can provide a basis for performing one or more natural language processing operations.

Abstract: Aspects of the disclosure relate to managing and routing messages to distributed user devices in an enterprise computing environment. In some embodiments, a computing platform may receive an application content request from an enterprise tablet computing device. The computing platform may generate and send a database query, which may cause a message database server to select message data from a message database hosted by the message database server. After sending the database query, the computing platform may receive, from the message database server, the message data selected from the message database. Subsequently, the computing platform may generate a notification for the enterprise tablet computing device and may send the notification to the enterprise tablet computing device, which may cause the enterprise tablet computing device to display the notification.

Abstract: A method performed by an active-network slice management function (NSMF) of an active-cloud orchestrator node for geo redundancy (GR) awareness, comprises sending, to a GR controller of the active-cloud orchestrator node, a GR information request message to receive GR information. The method comprises receiving, from the GR controller, a GR information response message comprising the GR information including a synchronization status between the active-NSMF and a standby-NSMF of a standby-cloud orchestrator node and a current state of each of the active-NSMF and the standby-NSMF. The method comprises determining at least one action to be performed based on the GR information. The method comprises performing the at least one action for life cycle management (LCM) operation.

Abstract: Techniques for managing pending data transactions are described and are implementable to enable errant data transactions (e.g., payment transactions) to be detected and resolved. For instance, when a first data transaction is unresolved and remains pending for an excessive period, a second data transaction can be initiated and resolved successfully. The pending first data transaction may subsequently resolve successfully, and thus a result of the successful first data transaction can be reversed to avoid duplicate data transactions.

Abstract: A method of mitigating risks in a service level agreement (SLA), including: identifying relationships between an infrastructure and an application associated with the SLA; identifying changes to a technological environment of the SLA based on collected data associated with the SLA and the identified relationships, the collected data including the infrastructure and the application; establishing a baseline for a service level objective (SLO) of the SLA by analyzing the collected data of the infrastructure and the application; determining risk impact to the SLA based on an assessment of requirements to the SLO and the changes to the technological environment of the SLA; generating a solution option for the SLA by applying an explainable artificial intelligence (XAI) model based on processing the risk impact with the baseline in the XAI model; and updating the SLA based on the solution option.

Abstract: Multi-strain probiotic formulation for ameliorating and preventing symptoms of treatment resistant depression The current invention more specifically relates to methods and compositions comprising a multi-strain probiotic formulation that can be used for alleviating symptoms of treatment-resistant depression in humans. The multi-strain probiotic formulation disclosed herein for use as treatment for treatment-resistant depression symptoms comprises Bacillus coagulans, Lactobacillus plantarum, Lactobacillus rhamnosus, Bifidobacterium lactis, Bifidobacterium breve, and Bifidobacterium infantis. More specifically, the multi-strain probiotic formulation comprises Bacillus coagulans Unique IS-2, Lactobacillus plantarum UBLP-40, Lactobacillus rhamnosus UBLR-58, Bifidobacterium lactis UBBLa-70, Bifidobacterium breve UBBr-01, and Bifidobacterium infantis UBBI-01.

Abstract: A system includes a processing device and a memory device that includes instructions executable by the processing device for causing the processing device to perform operations. The operations include receiving a first configuration update of a first interaction event. The operations further include automatically switching a test channel connection with an interaction processing environment, using the first configuration update of the first interaction event, to generate a first switched channel connection with the interaction processing environment. Additionally, the operations include, in response to establishing the first switched channel connection, facilitating a first validation operation of the first configuration update using the first switched channel connection with the interaction processing environment. Further, the operations include, in response to validating the first configuration update, implementing the first configuration update in an interaction production environment.

Abstract: Systems and methods for onboarding one or more developers is disclosed. The system includes a processor coupled to a memory. The processor is configured to receive an application request from the one or more developers. The processor is further configured to evaluate the one or more developers based on an evaluation criteria. In addition, the processor is configured to generate an onboarding score for the one or more developers based on the evaluation criteria. The onboarding score indicates a capability of the one or more developers.

Abstract: The invention relates to substituted indazole propionic acid derivatives, pharmaceutically acceptable salts, tautomers, or pharmaceutically acceptable salts of the tautomers thereof that can activate adenosine 5?-monophosphate-activated protein kinase (AMPK). The invention further relates to pharmaceutical compositions comprising AMPK-activating substituted indazole propionic acid derivatives, pharmaceutically acceptable salts, tautomers, or pharmaceutically acceptable salts of the tautomers thereof and at least one pharmaceutically acceptable excipient, and methods of treating a condition comprising administering AMPK-activating substituted indazole propionic acid derivatives, pharmaceutically acceptable salts, tautomers, or pharmaceutically acceptable salts of the tautomers thereof.

Abstract: Systems and methods for an active emissive layer configured for use in an electroluminescent device. The active emissive layer includes a host-guest blend in which the host includes a perovskite (e.g., CsPbBr3, CsPbCl3, and/or CsPbI3) and the guest includes quantum shells (QSs) embedded in the host. The QSs include a quantum-confined, spheroidal shell that is a first semiconductor (e.g., CdSe) sandwiched between a core and an outer layer that are a wider band gap semiconductor (e.g., CdS). The active emissive layer is formed by mixing a perovskite solution with a colloid to generate a blended mixture, where the colloid is the QSs suspended in a same solvent used for the perovskite solution. The perovskite solution is coated on a substrate to form a film that is then annealed, and electrodes are formed to flow a current through the active emissive layer, causing emitted light.

Abstract: The present application relates to devices and components including apparatus, systems, and methods for L2 resets. For example, a UE can be connected to a base station DU via a first cell and can be configured with information about a second cell. This information can indicate whether an LTM association exists between the first cell and the second cell (e.g., whether these two cells are provided by the same base station DU or not). Upon a command to establish a connection with the second cell (e.g., a MAC CE handover command), the UE can determine whether an L2 reset is to be performed or not based on the configuration information (e.g., the L2 reset can be foregone when the two cells are provided by the same base station DU; otherwise, the L2 reset can be performed).

Abstract: A data processing system including an array of reconfigurable units and a compiler configured to generate to execute a dataflow graph of a user application is disclosed. The dataflow graph includes a sequence of temporal partitions, each temporal partition including a sequence of graph control operations. Also disclosed is an intelligent graph orchestration and execution engine (IGOEE) configured to receive an optimization objective from the complier. The optimization objective can be for minimizing execution time of the reconfigurable processor or maximizing computing resource utilization of the reconfigurable processor. The IGOEE can reorganize the sequence of temporal partitions and the sequence of graph control operations within each temporal partition to satisfy the optimization objective; and execute the reorganized dataflow graph on the reconfigurable processor. A corresponding method is also disclosed herein.

Abstract: A terminal position is determined with differential Global Navigation Satellite System (DGNSS) using GNSS signals from a plurality of satellite vehicles and differential corrections generated by a reference station for the GNSS signals and broadcast via a DGNSS server. The use of the differential corrections for positioning is interrupted when the determined terminal position does not improve with use of the differential corrections. The differential corrections may be interrupted for a period of time so that the terminal no longer receives the broadcast of the differential corrections or so that the differential corrections are not used for position estimation in order to reduce power consumption and reduce processing operations. The DGNSS capabilities of the terminal, such as the supported GNSS constellations and/or frequency bands, may be used by the DGNSS server to select differential corrections to broadcast to the terminal.

Abstract: A method, comprising: receiving, by an agent that is executing in a first guest operating system, a request to mount a storage partition; detecting, by the agent, whether the storage partition is identified in a read-only list; when the storage partition is identified in the read-only list, setting the storage partition as read-only at a block level, and mounting the storage partition in the first guest operating system as a read-only volume; and when the storage partition is not identified in the read-only list, mounting the storage partition in the first guest operating system as a read-write volume and updating the read-only list to include an identifier of the storage partition.

Abstract: A disclosed framework enables virtually any aggressive Recovery Point Objective (RPO) to be enforced for a production database, without limitation on type of database management system (DBMS) or size of the production database. The framework overcomes technological barriers of the prior art, such as bottlenecks presented by a storage manager computer that traditionally managed database backups. To avoid the bottlenecks, an illustrative data storage management system does not engage the storage manager computer in storage operations that could impact the database RPO. Certain components are added and enhanced to autonomously capture database transaction logs, which are stored securely and persistently away from the DBMS. In a separate and less frequent operation, and with involvement of the storage manager computer, the illustrative system generates secondary copies in their final form. Meanwhile, temporary backup files can be used in restore operations without first being converted into secondary copies.