Abstract: An information handling system may include a processor, a management controller communicatively coupled to the processor for out-of-band management of the information handling system, and configured to determine if the information handling system is docked to a docking station, boot the information handling system from a personal image local to the information handling system if the information handling system is undocked from the docking station, and boot the information handling system from an enterprise image stored on the docking station if the information handling system is docked to the docking station.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for utilizing a new memory allocation function library called PmemMalloc. For example, the PmemMalloc library allocates pre-allocated, partitioned, and fixed shared memory blocks. In addition, by utilizing the PmemMalloc library, the memory allocation system described herein overcomes problems with persistence and enumeration that encumber existing malloc libraries. Indeed, the PmemMalloc library enables the memory allocation system to perform servicing computation in parallel across multiple CPU cores/threads, distribute computation equally among threads, prioritize servicing, among other improvements. Notably, the PmemMalloc library provides major constructs (e.g., persistence, enumeration, and debuggability) not available existing malloc libraries.

Abstract: A method for reducing sweating in a temperature-controlled display device includes receiving values of an ambient temperature, a door frame temperature, and relative humidity. The method can also include estimating a value of a dewpoint temperature using the values of the ambient temperature and the relative humidity. The method can also include determining control decisions for a door frame heater of the temperature-controlled display device using the value of the dewpoint temperature and the door frame temperature, and transitioning the door frame heater between an on-state and an off-state using the control decisions to maintain the value of the door frame temperature at or above the value of the dewpoint temperature.

Abstract: The method may comprise scanning the configuration of cloud resources and identifying where the cloud resources may have drifted from a desired state. The method may comprise identifying a creation of a cloud resource or a change to a configuration of the cloud resource; scanning, in real-time, the configuration of the cloud resource, in response to the identifying; analyzing the configuration of the cloud resource for deviations from a desired state; determining a type of the cloud resource; determining a deployment of the cloud resource; obtaining a desired state for the configuration of the cloud resource, based on the type of cloud resource and the deployment of the cloud resource; obtaining rule sets for the desired state; identifying the deviations of the configuration of the cloud resource from the desired state and rule sets; and automatically remediating the deviations based on remediation policies.

Abstract: A deep learning framework in multi-task learning for finding a sharing scheme of representations in the decoder to best curb task interference while benefiting from complementary information sharing. A deep-learning based computer-implemented method for multi-task learning, the method including the step of progressively fusing decoders by grouping tasks stage-by-stage based on a pairwise similarity matrix between learned representations of different task decoders.

Abstract: Provided herein are compounds (e.g., compounds of Formulae (I), (II), (III) and (IV), or of Table 1 or Table 4), and pharmaceutically acceptable salts thereof, pharmaceutical compositions thereof, and kits comprising the same. The compounds provided herein are activin receptor-like kinase (e.g., ALK-5) inhibitors and are, therefore, useful, for example, for treating and/or preventing diseases (e.g., proliferative diseases, such as cancer) in a subject, inhibiting tumor growth in a subject, or inhibiting the activity of an activin receptor-like kinase (e.g., ALK-5) in vitro or in vivo. Also provided herein are methods and synthetic intermediates useful in the preparation of compounds described herein.

Abstract: A refrigerated display case having a housing defining a temperature controlled space and a refrigeration system coupled to the housing is provided. The refrigeration system is configured to be operable to affect a temperature of the temperature controlled space. The refrigeration system includes an actuator, a controller, and a sensor. The controller is configured to continuously update a stored position of the actuator based on measurement of an electric current provided to the actuator, retrieve the stored position after a power failure, and restart control based on the stored position of the actuator. The sensor is configured to communicate with the controller.

Abstract: A method of leveraging a global confidence classifier for information retrieval in contact centers according to an embodiment includes receiving, by a computing system, a user query from a contact center client communication with a knowledge-only bot of the computing system, performing, by the computing system, feature extraction on the user query by converting query words of the user query into a numerical vector representation of the user query, identifying, by the computing system, a subset of documents most likely to be responsive to the user query, and re-ranking, by the computing system, the subset of documents most likely to be responsive to the user query based on a global confidence classifier model.

Abstract: A refrigeration system includes an evaporator within which a refrigerant absorbs heat, a gas cooler/condenser within which the refrigerant rejects heat, a compressor operable to circulate the refrigerant between the evaporator and the gas cooler/condenser, a high pressure valve operable to control a pressure of the refrigerant at an outlet of the gas cooler/condenser, and a controller. The controller is configured to automatically generate a setpoint for a measured or calculated variable of the refrigeration system based on a measured temperature of the refrigerant at the outlet of the gas cooler/condenser. The setpoint is generated using a stored relationship between the measured temperature and a maximum estimated coefficient of performance (COP) that can be achieved at the measured temperature. The controller is configured to operate the high pressure valve to drive the measured or calculated variable toward the setpoint.

Abstract: A method of detecting electrical failure in a refrigeration system is provided. The method includes determining whether a present superheat of the refrigeration system is between a maximum superheat and a minimum superheat for the refrigeration system, the maximum superheat and the minimum superheat defining a normal operating range. The method also includes detecting an electrical property of an expansion valve assembly of the refrigeration system responsive to the superheat being outside the normal operating range. The method further includes determining whether the expansion valve assembly as experienced an electrical failure based on at least the electrical property. A signal indicating that the expansion valve has experienced an electrical failure is generated based on a determination that the expansion valve assembly has experienced the electrical failure.

Abstract: A method and system may be implemented for automatically analyzing data in a database. A method for use in a low-latency database analysis system may include generating a schema. The schema may be based on a portion of an external database. The method may include storing the schema in an in-memory database. The method may include receiving a data-query. The method may include generating a resolved-request. The resolved-request may be based on the data-query and the stored schema. The stored schema may be used for executing the query on the external database. The method may include receiving results data responsive to the data-query from the external database. The method may include outputting the results data for display on a user interface.

Abstract: The present invention relates to compounds of Formula I which form hydrogels upon mixing with water, and to fibers which form from the compounds. The hydrogels and fibers are antibacterial and not toxic towards mammalian cells. Such compounds, hydrogels, and fibers are useful, for example, in the treatment of surfaces such as in dermal or internal wounds as a barrier layer, or any article which may require disinfection.

Abstract: A refrigerated display case having a housing defining a temperature controlled space and a refrigeration system coupled to the housing is provided. The refrigeration system is configured to be operable to affect a temperature of the temperature controlled space. The refrigeration system includes an actuator, a controller, and a sensor. The controller is configured to continuously update a stored position of the actuator based on measurement of an electric current provided to the actuator, retrieve the stored position after a power failure, and restart control based on the stored position of the actuator. The sensor is configured to communicate with the controller.

Abstract: Apparatus and methods for flipping substrates in vacuum between PVD sputtering of each side for increasing throughput are provided herein. In some embodiments disclosed herein, a module of a processing system for flipping a substrate in vacuum is provided. The module includes a clamp assembly for securing the substrate, a first motor assembly coupled to the clamp assembly for rotating the clamp assembly, and a second motor assembly coupled to the first motor assembly for raising and lowering the first motor assembly and the clamp assembly.

Abstract: An emissions control system for a gas turbine system includes a reducing agent supply, at least one sensor, at least one valve, and a controller. The reducing agent supply has one or more conduits configured to couple to one or more fluid pathways of the gas turbine system, which are fluidly coupled to a flow path of an exhaust gas from a combustor through a turbine of the gas turbine system. The at least one sensor is configured to obtain a feedback of one or more parameters of the gas turbine system, which are indicative of a visibility of emissions of the exhaust gas. The at least one valve is coupled to the reducing agent supply. The controller is communicatively coupled to the at least one sensor and the at least one valve, such that, in response to the feedback, the controller adjusts the at least one valve to adjust a flow of the reducing agent to reduce the visibility of the emissions of the exhaust gas.

Abstract: A swappable battery pack system includes a casing and a battery pack. A first pair of rail elements, a first pair of guide elements and a first connector are positioned on an inner surface of at least one of a side plane of the casing. A battery pack adapted to be slidably disposed within the casing includes a second pair of guide elements, rail elements and a second connector coupled to the outer surface of the battery pack. In the event of sliding the battery pack within the casing, the first pair of rail elements engage with the second pair of guide elements, the first pair of guide elements engage with the second pair of rail elements and the first connector is received within the second connector to form a complete connection, thereby providing power to an entity affixed to the casing.

Abstract: A user equipment (UE) is configured to perform a prewarming process, wherein the prewarming process includes concurrently performing a face detection process and an unlock process independent of face detection, determine whether a face detection operation indicates the presence of a face within a field of view of a camera of the UE and disable prewarming for a predetermined time period when the face detection operation is not satisfied.

Abstract: A method for managing a boost time required for an application launch in an electronic device is provided. The method includes detecting, by the electronic device, a user input to launch the application. Further, the method includes measuring, by the electronic device, real-time system health parameters of the electronic device. Further, the method includes predicting, by the electronic device, an application launch time by inputting the real-time system health parameters to an AI-based application prediction model. Further, the method includes boosting, by the electronic device, at least one hardware of the electronic device based on the predicted application launch time.

Abstract: Arc fault detection modules for vehicles intended to supervise circuits and detect arc fault conditions in both alternating current and direct current circuits. A number of these arc fault detection modules may be integrated into a vehicle's electrical system in strategic locations. Each arc fault module contains sensing capabilities for monitoring the circuit, and may also include signal conditioning capabilities, processing capabilities for determining the occurrence of an arc fault, contactors for disabling the supervised circuit, and communications capabilities to interact with other vehicle components and telematics systems. As a result arc fault detection odules can be customized to leverage existing features of a vehicle's electrical system or to provide fully redundant arc fault protection.

Abstract: Methods and systems for allowing software components that operate at a specific exception level (e.g., EL-3 to EL-1, etc.) to repeatedly or continuously observe or evaluate the integrity of software components operating at a lower exception level (e.g., EL-2 to EL-0) to ensure that the software components have not been corrupted or compromised (e.g., subjected to malware, cyberattacks, etc.) include a computing device that identifies, by a component operating at a higher exception level (“HEL component”), at least one of a current vector base address (VBA), an exception raising instruction (ERI) address, or a control and system register value associated with a component operating at a lower exception level (“LEL component”). The computing device may perform a responsive action in response to determining that the current VBA, the ERT address, or control and system register value do not match the corresponding reference data.