Abstract: The present disclosure relates to systems and methods for a system lab and SOP framework to support testing based on customer environments. Longevity testing must be run on every build with different test cases; thus, the system lab framework allows this testing to be performed on multiple machines in a single run, also allowing test results to be stored. The system lab framework is adapted to recreate customer issues, allowing different environments typically not accessible to be replicated and tested. The system lab framework includes central code to trigger cases on different machines. A central data collection system is able to collect all of the results from the cases and store the respective data. This system lab framework is adapted to support multiple Operating Systems (OS) including Windows, Mac, Linux, and the like.

Abstract: Example implementation relates to a method for managing movement of set of entities associated with sampled data units in a cluster of nodes of a distributed storage system. A database is maintained for sampled data units received from the cluster of nodes. The method includes maintaining lineage information for the set of entities associated with the sampled data units received from each node. Based on the lineage information of a source node, a data set for migration is determined.

Abstract: A medical gown includes a main body having a neck edge, a first side edge, and a second side edge. The first side edge may extend from the neck edge. The second side edge may extend from the neck edge, opposite the first side edge. The neck edge may define a neck engagement feature between the first and second side edges. The medical gown may further include a first strap feature coupled with the main body and defining a first loop with the first side edge. The medical gown may further include a second strap feature coupled with the main body and defining a second loop with the second side edge.

Abstract: Disclosed herein is a method to facilitate self-analysis through data based on inputs associated with psychological states of a user. Accordingly, the method may include receiving a request for maintaining a mental health of the user from a user device associated with the user, transmitting colors and a first instruction to the user device, receiving a first response of the user associated with the colors from the user device, analyzing the first response and the first instruction of the user using an algorithm, determining psychological state of the user associated with the selection of the colors, identifying color for the maintaining of the mental health of the user, identifying a product of the color for the user, generating a notification of the product, transmitting the notification to the user device, storing the psychological state of the user associated with the selection of the colors and the list of colors.

Abstract: A proxy system is installed on a computing device that is in the network path between the device and the Internet. The proxy system, residing on the computing device, decrypts and inspects all traffic going in and out of the computing device.

Abstract: A method of providing user level mobility load balancing is provided, the method comprising: classifying a group of User Equipments (UEs) in a cell into multidimensional planes based on metrics associated with the UEs; defining thresholds for each dimension; using the defined thresholds determining to discard or select certain planes of a dimension and the UEs contained in the planes; and identifying a best UE of the UEs contained in selected planes for offload.

Abstract: Example implementations relate to identifying file system objects of a file system for generating an initial baseline of the file system. In an example, an inode table of the file system is retrieved. Modes included in the inode table correspond respectively to file system objects of the file system. Attributes, including an object identifier and a time attribute, are extracted from each of the inodes of the inode table. A compilation of the object identifiers from the extracted attributes are provided to a service that generates the initial baseline of the file system using the compilation.

Abstract: This invention relates to overbased calcium sulfonate complex grease compositions prepared without boric acid and alcohol promotors containing anti-wear, anti-friction, thermal & oxidation stability additives.

Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support smart drive through and curbside delivery management. Aspects leverage cameras, computer vision, and machine learning/artificial intelligence to efficiently assign customers to various waiting locations (e.g., drive through lanes, parking spots, etc.) based on factors such as types of orders, customer priority, fulfillment rates at the waiting locations, and queue lengths at the waiting locations. Cameras positioned proximate to customer interface device(s) and waiting locations provide image data that is used to perform computer vision operations to generate vehicle identification information, such as a license plate number or vehicle color. The vehicle identification information and order information is provided to client devices at the assigned waiting location to enable employees to prepare and deliver the order to the customer vehicle.

Abstract: Disclosed herein are personal protective equipment (PPE) storage, dispensing, and/or donning systems, devices, and methods for using same. In many embodiments, the disclosed storage, dispensing, and/or donning systems, devices, and methods include one or more devices or sub-systems for monitoring PPE stored at or in the system. In many embodiments, the storage, dispensing, and/or donning system may include one or more indicator for aiding a user in selecting items of PPE. Also disclosed are protective gowns for use with the disclosed storage, dispensing, and/or donning systems, wherein the gowns may include one or more features or structures to aid in storing, dispensing, or donning the gown.

Abstract: Techniques for evaluating a natural language understanding (NLU) component and determining an action to resolve an issue processing a user input are described. The system determines which component is invoked by a baseline NLU component is processing the user input, and which component is invoked by an updated NLU component. Based on that information, the system selects the action to resolve the updated NLU component generating an undesired response to the user input.

Abstract: The present disclosure may provide a method of facilitating management of mental wellness. Further, the method may include transmitting a questionnaire information to a user device associated with a user. Further, the questionnaire information is based on a natural language. Further, the method may include receiving a response information from the user device. Further, the response information may comprise a response based on the questionnaire information. Further, the response information is based on the natural language. Further, the method may include analyzing the response information using a first machine learning model. Further, the method may include determining a mental health assessment of the user based on the analyzing of the response information. Further, the method may include identifying a therapy information for the user based on the determination of the mental health assessment of the user.

Abstract: According to one embodiment, a software update system for an Information Handling System (IHS) with hardware components including at least one directly managed hardware component and multiple proxy managed hardware components that are managed by one or more controller devices. The software update system has computer-readable instructions for, in response to receiving a request to perform a software update on the hardware components, partitioning the directly managed hardware component from the proxy managed hardware components, grouping the proxy managed hardware components according to each of the controller devices, and generating an Application Program Interface (API) call that specifies the group associated with each of the controller devices.

Abstract: Example implementation relates to generating a database for a set of entities associated with sampled data units of a storage system. A first data structure in the database maps, in a bit vector, each entity with a sampled signature of a set of sampled signatures. The set of sampled signatures are associated with the sampled data units. The set of entities associated with the set of sampled signatures are managed using the first data structure.

Abstract: Techniques for using a federated learning framework to update machine learning models for spoken language understanding (SLU) system are described. The system determines which labeled data is needed to update the models based on the models generating an undesired response to an input. The system identifies users to solicit labeled data from, and sends a request to a user device to speak an input. The device generates labeled data using the spoken input, and updates the on-device models using the spoken input and the labeled data. The updated model data is provided to the system to enable the system to update the system-level (global) models.

Abstract: A medical gown includes a main body having a neck edge, a first side edge, and a second side edge. The first side edge may extend from the neck edge. The second side edge may extend from the neck edge, opposite the first side edge. The neck edge may define a neck engagement feature between the first and second side edges. The medical gown may further include a first strap feature coupled with the main body and defining a first loop with the first side edge. The medical gown may further include a second strap feature coupled with the main body and defining a second loop with the second side edge.

Abstract: A medical gown includes a main body having a neck edge, a first side edge, and a second side edge. The first side edge may extend from the neck edge. The second side edge may extend from the neck edge, opposite the first side edge. The neck edge may define a neck engagement feature between the first and second side edges. The medical gown may further include a first strap feature coupled with the main body and defining a first loop with the first side edge. The medical gown may further include a second strap feature coupled with the main body and defining a second loop with the second side edge.

Abstract: A medical gown includes a main body having a neck edge, a first side edge, and a second side edge. The first side edge may extend from the neck edge. The second side edge may extend from the neck edge, opposite the first side edge. The neck edge may define a neck engagement feature between the first and second side edges. The medical gown may further include a first strap feature coupled with the main body and defining a first loop with the first side edge. The medical gown may further include a second strap feature coupled with the main body and defining a second loop with the second side edge.

Abstract: Techniques for evaluating a natural language understanding (NLU) component and determining an action to resolve an issue processing a user input are described. The system determines which component is invoked by a baseline NLU component is processing the user input, and which component is invoked by an updated NLU component. Based on that information, the system selects the action to resolve the updated NLU component generating an undesired response to the user input.

Abstract: A proxy system is installed on a computing device that is in the network path between the device and the Internet. The proxy system, residing on the computing device, decrypts and inspects all traffic going in and out of the computing device.