Abstract: Embodiments relate to providing self-learning automated information technology change risk prediction. A processor inputs a change request to a first machine learning model, the first machine learning model determining at least one word pair in the change request, the change request being a modification in an IT environment. The processor classifies the at least one word pair into a change category for the IT environment using a second machine learning model, the change category identifying a type of the modification to be executed in the IT environment. The processor determines a likelihood of causing a problem in the IT environment as a result of executing the modification. The processor automatically performs an action to prevent the modification of the change request in the IT environment.

Abstract: Disclosed herein are system, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for recommending content to a user. An embodiment identifies a first set of content items based at least on a first set of weights respectively associated with different user interests, causes the first set of content items to be presented to the user, determines a measure of user interaction with the first set of content items, provides the measure of user interaction to one of a multi-arm bandit (MAB), contextual MAB, or reinforcement learning model that selects, based at least on the state information and the measure of user interaction, a second set of weights respectively associated with the different user interests, identifies a second set of content items based at least on the second set of weights, and causes the second set of content items to be presented to the user.

Abstract: An over current protection circuit arranged for providing an over current signal, the over current protection circuit includes a compare stage arranged for determining that a blanking time value is higher than a predefined reference value, an output stage arranged for outputting the over current signal based on the determination, a blanking time stage arranged for generating the blanking time value, and the blanking time stage is arranged to start generating the blanking time value upon a load current exceeding a predefined set current, the blanking time stage is further arranged to modulate the blanking time value based on a magnitude in which the load current exceeds the predefined set current.

Abstract: An access service is positioned between a set of container groups and a SQL database service. Upon receipt, at the access service, of a REST request from any container group indicating that a SQL transaction should be started, an entry is created in a staging database, separate from the SQL database service, to track the SQL transaction. Multiple connections are allowed to be established from the container groups to the access service over which other REST requests from any container group are sent. The other REST requests include details of SQL operations to be performed as part of the SQL transaction. The details are cached in the staging database. Upon receiving a REST request from any container group indicating that the SQL transaction should be committed, a single connection is established between the access service and SQL database service to commit the transaction, including the details, as an atomic transaction.

Abstract: An application management platform comprising at least a packaging and bundling component, a deployment management component, and an update component. The packaging and bundling component versions, packages, and bundles a plurality of infrastructure components for a remote data center. The deployment management component provisions one or more nodes of the remote data center with the plurality of infrastructure components for an application. The update component monitors available updates to one or more of the plurality of infrastructure components used by the remote data center and facilitates update of the one or more of the plurality of infrastructure components at the remote data center.

Abstract: A display system includes a segmented light source including a plurality of separately controlled segments to emit light, optics to direct the light, and a spatial light modulator (SLM) to modulate the light from the light source, wherein the light from one or more of the plurality of segments from the segmented light source are directed to the SLM through the optics, such that spatial mapping from the segments to the SLM is maintained.

Abstract: An application management platform comprising at least a packaging and bundling component, a deployment management component, and an update component. The packaging and bundling component versions, packages, and bundles a plurality of infrastructure components for a remote data center. The deployment management component provisions one or more nodes of the remote data center with the plurality of infrastructure components for an application. The update component monitors available updates to one or more of the plurality of infrastructure components used by the remote data center and facilitates update of the one or more of the plurality of infrastructure components at the remote data center.

Abstract: Provided herein are systems and methods for operating and maintaining a graphical user interface (GUI) layout database. The method can include receiving GUI layout information from a first external device, the GUI layout information comprising identification data that identifies one or more surgical devices associated with the GUI layout information; updating a GUI layout database with the received GUI layout information from the external device; receiving a request for GUI layout information from a second external device that includes surgical device identifying information; matching the received surgical device identifying information to one or more entries in the GUI layout database; and transmitting the matching entries in the GUI layout database to the second external device that is configured to render GUIs in response to determining that it is communicatively coupled to the surgical device, the GUIs rendered based on the transmitted matching entries in the GUI layout database.

Abstract: According to various embodiments, a quantum-engineered superconductor metamaterial is formed with a plurality of structurally engineered superconductor nanophononic crystal nanostructures. Each superconductor nanophononic crystal nanostructure may be formed as a crystal of the superconductor material. Structural modifications are made to each superconductor nanophononic crystal nanostructure to alter a characteristic of a phonon mode of the superconducting material to enhance a superconducting parameter thereof.

Abstract: Techniques for detecting path failures and reducing packet loss as a result of such failures are described for use within a data center or other environment. For example, a source and/or destination access node may create and/or maintain information about health and/or connectivity for a plurality of ports or paths between the source and destination device and core switches. The source access node may spray packets over a number of paths between the source access node and the destination access node. The source access node may use the information about connectivity for the paths between the source or destination access nodes and the core switches to limit the paths over which packets are sprayed. The source access node may spray packets over paths between the source access node and the destination access node that are identified as healthy, while avoiding paths that have been identified as failed.

Abstract: Forming a protective coating ex situ in an atomic layer deposition process to coat one or more chamber components subsequently installed in a reaction chamber provides a number of benefits over more conventional coating methods such as in situ deposition of an undercoat. In certain cases the protective coating may have a particular composition such as aluminum oxide, aluminum fluoride, aluminum nitride, yttrium oxide, and/or yttrium fluoride. The protective coating may help reduce contamination on wafers processed using the coated chamber component. Further, the protective coating may act to stabilize the processing conditions within the reaction chamber, thereby achieving very stable/uniform processing results over the course of processing many batches of wafers, and minimizing radical loss. Also described are a number of techniques that may be used to restore the protective coating after the coated chamber component is used to process semiconductor wafers.

Abstract: A system-on-chip (SoC) may include a plurality of terminals and a plurality of terminal controllers. Each terminal controller is configured to selectively disable a terminal. An SoC be configured to execute at least one application. An SoC may include a memory configured to store a plurality of terminal masks. Each terminal mask identifies a subset of the plurality of terminals to be disabled. An SoC may include a fault collection and reaction system configured to transmit, to the plurality of terminal controllers, a fault indication signal in response to an error in a corresponding application. Each terminal controller is further configured to determine, based on a fault indication signal and a value in a terminal mask, whether the terminal corresponding to the terminal controller is to be disabled, and when the terminal corresponding to the terminal controller is to be disabled, disable the terminal.

Abstract: An apparatus comprises a processing device configured to generate and utilize an automated document parser for parsing documents exchanged as part of fulfillment of historical component orders by a given supplier in a supply chain for first and second organizations to identify first and second organization-specific component identifiers utilized by the first and second organizations and a given supplier-specific component identifier utilized by the given supplier for a given component.

Abstract: An electronic gaming machine includes a display, a player input device, a credit input mechanism, and a processor programmed to perform operations comprising: (i) display a search pattern matrix to a player on the display, the search pattern matrix includes a plurality of cells that are selectable by the player; (ii) receive an input selection of cells of the search pattern matrix from the player; (iii) search a pay table associated with a wagering game provided by the gaming machine for winning patterns included within the pay table and having at least the same plurality of cells daubed as are indicated by the search pattern matrix; and (iv) display the winning patterns identified by the searching to the player via the display, the displaying including presenting the winning patterns in a matrix display format identifying one or more daubed cells of the associated winning patterns within the matrix display.

Abstract: Methods, systems, and computer programs are presented for the management of lane-departure (LD) events. One method includes training a classifier for LD events and loading the classifier into a vehicle. LD events are detected based on outward images using the classifier, while the turn signal is monitored to prevent false triggers. If an LD event is detected, rules are checked for alerting the driver and deciding whether to alert the driver or not. Subsequently, additional rules are checked for reporting the event and deciding whether to report the event to a Behavior Monitoring System (BMS) or to discard it. The method also includes a solid line departure model that identifies crossing dashed, solid-white, and solid-yellow lanes, delaying alerts and event generation until a significant portion of the vehicle crosses over the lane. The model also outputs a confidence score reflecting the amount of vehicle deviation from the driving lane.

Abstract: Described herein is an apparatus and method for predicting Pulsed Field Ablation (PFA) durability. An apparatus may include at least a processor; and a memory communicatively connected to the at least processor, wherein the memory contains instructions configuring the at least processor to receive a training dataset comprising a plurality of example PFA device parameters correlated to a plurality of example PFA outcomes; train a PFA durability machine learning model using the training dataset; receive a PFA device parameter; and generate a PFA durability datum as a function of the PFA device parameter using a trained PFA durability machine learning model.

Abstract: An example computer system for implementing a lifecycle of a model can include: one or more processors; and non-transitory computer-readable storage media encoding instructions which, when executed by the one or more processors, causes the computer system to create: an orchestration service programmed to create a workflow for model execution; and a registration service programmed to provide governance for the workflow; wherein the orchestration service and the registration service are microservices, and the microservices communicate programmatically to facilitate the model execution.

Abstract: A system for supplying a gas to a plurality of stations of a substrate processing tool includes a gas source to supply the gas, a mass flow controller connected to the gas source, a plurality of conduits, and a plurality of heaters. The conduits are interconnected to each other and are in fluid communication with each other. The conduits include an inlet connected to the mass flow controller, a plurality of portions including a plurality of outlets, and a plurality of gas flow restrictors. The outlets are connected to respective manifolds to supply the gas to the stations. The gas flow restrictors are arranged in the respective portions of the plurality of conduits proximate to the outlets. The heaters are coupled to the respective portions of the conduits that are proximate to the outlets and that include the gas flow restrictors.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for cue point discovery for content. For example, system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof are provided for using unsupervised machine learning to automatically classify cue points for episodic content. The cue points can be associates with an opening credits section, an end credits section, a recap section, or a behind-the-scenes section.

Abstract: A multi-tier integrated power-to-ammonia system includes a converter for generating ammonia and heat through a reaction involving a compressed mixture of hydrogen and nitrogen gases. The system includes a steam generator that can generate steam using the heat from the reaction, and a reversible solid-oxide system in fluid communication with the steam generator that can separate the steam into oxygen gas and hydrogen gas.