Abstract: A method for managing composed information handling systems includes obtaining a composition request for a composed information handling system, making a first determination that a first information handling system is not capable of servicing the composition request local, and based on the first determination: allocating, an available resource on the first information handling system to the composed information handling system, sending a resource allocation request to a system control processor manager for access to an additional resource, obtain, in response to the allocation request, a notification for access to a second information handling system of the information handling systems that provides the available resource, setting up management services for available resource and the additional resource to obtain logical hardware resources, and presenting the logical hardware resources to at least one compute resource set as bare metal resources.

Abstract: Improved overcurrent detection and mitigation systems, methods, and techniques for a BMS are described herein. A BMS monitor may detect an overcurrent using two different techniques. The first technique may detect an overcurrent based on average power over different, overlapping time periods. The second technique may detect an overcurrent based on determining a modeled junction temperature of a switching device.

Abstract: The embodiments set forth techniques for implementing various “prediction engines” that can be configured to provide different kinds of predictions within a mobile computing device. According to some embodiments, each prediction engine can assign itself as an “expert” on one or more “prediction categories” within the mobile computing device. When a software application issues a request for a prediction for a particular category, and two or more prediction engines respond with their respective prediction(s), a “prediction center” can be configured to receive and process the predictions prior to responding to the request. Processing the predictions can involve removing duplicate information that exists across the predictions, sorting the predictions in accordance with confidence levels advertised by the prediction engines, and the like. In this manner, the prediction center can distill multiple predictions down into an optimized prediction and provide the optimized prediction to the software application.

Abstract: A system and method for setting one or more compensation coefficients for a transistor. In some embodiments, a method for setting a first compensation coefficient for a transistor includes: determining a plurality of measured transistor currents, each at a respective one of a plurality of transistor control voltages; setting the first compensation coefficient based on the measured transistor currents and the transistor control voltages; and adjusting a voltage applied to a gate of the transistor based on the first compensation coefficient, the voltage corresponding to a color value.

Abstract: Systems and methods are described for enrolling a user device in a Unified Endpoint Management (“UEM”) system over a closed network. After an initial boot or factory reset of a user device, a user can scan a Quick Response code, or other scannable code, that is embedded with enrollment configuration data that includes configuration settings for communicating with a UEM server in the UEM system. Using the enrollment configuration data, the user device can retrieve an installation file for a management application. The user device can install the management application and give the management application access to the enrollment configuration data. The management application can disable hardcoded open network endpoints on the user device and configure the user device for UEM communications on the closed network. The user device can connect to the UEM server over the closed network and request enrollment in the UEM system.

Abstract: The disclosure herein describes preparing and using a cross-attention model for action recognition using pre-trained encoders and novel class fine-tuning. Training video data is transformed into augmented training video segments, which are used to train an appearance encoder and an action encoder. The appearance encoder is trained to encode video segments based on spatial semantics and the action encoder is trained to encode video segments based on spatio-temporal semantics. A set of hard-mined training episodes are generated using the trained encoders. The cross-attention module is then trained for action-appearance aligned classification using the hard-mined training episodes. Then, support video segments are obtained, wherein each support video segment is associated with video classes. The cross-attention module is fine-tuned using the obtained support video segments and the associated video classes.

Abstract: Modulating packetized audio signals in a voice activated data packet based computer network environment is provided. A system can receive audio signals detected by a microphone of a device. The system can parse the audio signal to identify trigger keyword and request, and generate a first action data structure. The system can identify a content item object based on the trigger keyword, and generate an output signal comprising a first portion corresponding to the first action data structure and a second portion corresponding to the content item object. The system can apply a modulation to the first or second portion of the output signal, and transmit the modulated output signal to the device.

Abstract: This document provides methods and materials for treating hypocapnia. For example, methods and materials for delivering CO2 to a mammal to treat hypocapnia or compensate for a reduced level of CO2 are provided.

Abstract: A method and system for operation management, providing an interactive communication interface and operation management for improvement and optimization of field operations and experience, quality, and productivity of the field workforce for businesses using cloud-based computer programs and mobile technologies. The system and method that enables the use of Intuitive User Interfaces, Artificial Intelligence, Bluetooth, cellular and WiFi network capabilities, GPS Location Tracking, Maps, Camera Pictures and Augmented Reality, Bar Code and QR Code scanning, Dynamic Form based data inputs and offline mode of operations to streamline the complex business processes. This disclosure further provides plug-and-play modules that can be modified using low code, no-code approaches to fit specific business processes which includes door-to-door sales, service installation, service repair, service maintenance, and site surveys.

Abstract: Systems, methods, and apparatus are provided for intelligent, integrated, and interactive remote reporting. A remote natural language request for a report may be received from a user at an edge device. A first machine learning model may generate a list of existing reports based on past usage by the user. If no existing report satisfies the request, a second, enterprise-level machine learning model may map the request to relevant data sets and rank the mapped data sets along with additional related data sets based on enterprise-wide usage. An integrated reporting platform may receive selected data sets and report parameters as a JSON request, convert the request to compatible executable instructions, and generate the report. The integrated reporting platform may be a wrapper layer encompassing multiple proprietary reporting engines. Feedback from the integrated reporting platform may be applied to update the machine learning models.

Abstract: Retrieval of material from vessel lumens can be improved by use of a distal element comprising an expandable mesh. a treatment device includes an elongated member having a proximal portion and a distal portion configured to be positioned within a blood vessel at a treatment site at or near a thrombus. A distal element comprising an expandable mesh is coupled to the distal portion of the elongated member via a connection assembly. In an expanded state, at least a portion of the mesh is configured to be in apposition with the blood vessel wall at the treatment site to anchor or stabilize the elongated member with respect to the blood vessel. The distal element can be electrically coupled to an extracorporeal current generator.

Abstract: A system and method for efficiently capturing data by sequential circuits across multiple operating conditions are described. In various implementations, an integrated circuit includes multiple signal arrival adjusters both at its I/O boundaries and across its die. The signal arrival adjuster includes two internal timing paths, each with a respective latency. The signal arrival adjuster receives an input signal, and generates an output signal from the a selected one of the first timing path and the second timing path. The signal arrival adjuster sends the output signal to a sequential circuit. The sequential circuit uses the output signal as one of an input data signal and an input clock signal. The selection between the two timing paths within the signal arrival adjuster aids satisfying the setup and hold time requirements of the sequential circuit.

Abstract: The present invention relates to a data processing system and method for enterprise application chatbot. The invention identifies the intent of a data string or an SCM action executed on the enterprise application using AI engine for predicting the relevant data to be extracted by the chatbot from the database and presenting the same on the chatbot interface for enabling a user to take an informed decision.

Abstract: Example localization systems and methods are described. In one implementation, a method receives a camera image from a vehicle camera and cleans the camera image using a VAE-GAN (variational autoencoder combined with a generative adversarial network) algorithm. The method further receives a vector map related to an area proximate the vehicle and generates a synthetic image based on the vector map. The method then localizes the vehicle based on the cleaned camera image and the synthetic image.

Abstract: A selective sensor polling system for a voice activated data packet based computer network environment is provided. A system can receive audio signals detected by a microphone of a device. The system can parse the audio signal to identify trigger keyword and request. The system can select a template for an action data structure with a plurality of fields. The system can determine to poll a first sensor for data for the first field. The system can determine to obtain data in memory previously collected by the second sensor. The system can generate and transmit the action data structure with the data from the sensor and memory, and transmit the action data structure to a third party device.

Abstract: A bin attachment assembly for a vacuum insulated door includes a trim breaker that includes a frame and at least one engagement feature. The frame defines an aperture in which the at least one engagement feature is disposed. The bin attachment assembly further includes at least one locking feature that is selectively coupled to the trim breaker via the at least one engagement feature. The at least one locking feature includes a tapered body and a projection that extends from an end of the tapered body. The bin attachment assembly further includes a bin that is coupled to the trim breaker via the at least one locking feature.

Abstract: Systems and methods of voice activated thread management in a voice activated data packet based environment are provided. A natural language processor (“NLP”) component can receive and parse data packets comprising a first input audio signal to identify a first request and a first trigger keyword. A direct action application programming interface (“API”) can generate a first action data structure with a parameter defining a first action. The NLP component can receive and parse a second input audio signal to identify a second request and a second trigger keyword, and can generate a second action data structure with a parameter defining a second action. A pooling component can generate the first and second action data structures into a pooled data structure, and can transmit the pooled data structure to a service provider computing device to cause it device to perform an operation defined by the pooled data structure.

Abstract: The present disclosure provides a method, system and computer program product for optimal query scheduling for resource utilization option. In an embodiment of the disclosure, a process for optimal query scheduling includes receiving in an information retrieval data processing system at a contemporaneous time, a request for deferred query execution of a specified query to a future time after the contemporaneous time. The method additionally includes determining a frequency of change of data corresponding to a field referenced in the specified query. Then, on condition that the frequency of change is below a threshold value, an intermediate time prior to the future time but after the contemporaneous time can be identified and the specified query scheduled for execution at the intermediate time instead of the future time. But, otherwise the specified query can be scheduled at the future time as originally requested.

Abstract: A computer-implemented method for automatically generating a digitized menu, the computer-implemented method comprising: receiving an image associated with a non-digitized menu; performing an optical character recognition (OCR) operation on the received image, to identify characters and strings of characters comprising one or more words, to generate a text-readable document; determining whether the received image is skewed to generate a determination; for the determination providing an indication that the received image is skewed, performing skew detection and skew correction; clustering the identified characters and strings of characters to generate a clustered text-readable document; classifying the clusters, and associating the classified clusters to generate a classified, associated text-readable document; and for one or more items on the classified, associated text-readable document, obtaining an associated image; and providing the digitized menu comprising the associated image and the classified, associ