Abstract: Systems, methods and products for synchronization of content and metadata where the content and metadata are shared from a source repository to a target repository. One embodiment of a repository connector system utilizes a monolithic robotic server for scheduled synchronization and a second monolithic manual server for processing manual synchronization requests. A metadata server in the connector system enables sharing and synchronization of mapped metadata between content objects in the source and target repositories. A notification server is provided in the connector system to track notifications of changes to shared content in the target repository, and to replicate these notifications in a local database that is accessible by the synchronization servers to identify changes to the content in the second repository. Each of the servers is coupled to a service registry in the connector system to enable discovery and interaction between the connector system components.

Abstract: Methods and apparatus for processing substrates are provided herein. In some embodiments, a process kit for a substrate support includes: an upper edge ring made of quartz and having an upper surface and a lower surface, wherein the upper surface is substantially planar and the lower surface includes a stepped lower surface to define a radially outermost portion and a radially innermost portion of the upper edge ring.

Abstract: Systems and methods for generating enhanced user interfaces are disclosed. A set of candidate items responsive to a request for an enhanced interface is generated. The set of candidate items is responsive to a query or an anchor item. A composite candidate score for each candidate item is generated by a pick item scoring engine based on one or more historical interactions. A set of top-k items is selected from the set of candidate items and at least one pick item is selected from the set of top-k items. At least one enhancement interface element is selected for display in conjunction with the at least one pick item and a response to the request for the enhanced interface is transmitted that causes a receiving device to generate a user interface including the at least one pick item displayed in conjunction with the at least one enhancement interface element.

Abstract: In one embodiment, network node-to-node connectivity verification is performed in a network including data path processing of packets within a packet switching device. In one embodiment, an echo request connectivity test packet, emulating an echo request connectivity test packet received from a first connected network node, is inserted by the packet switching device prior in its data processing path prior to ingress processing performed for packets received from the first connected network node. A correspondingly received echo reply connectivity test packet is intercepted by the packet switching device during data path egress processing performed for packets to be forwarded to the first connected network node.

Abstract: The present disclosure relates to leveraging explainable machine learning methods and feature importance mechanisms as a mechanism for gene discovery and furthermore leveraging the outputs of the gene discovery to recommend ideal gene expression profiles and the requisite genome edits that are conducive to a desired phenotype. Particularly, aspects of the present disclosure are directed to obtaining gene expression profiles for a set of genes measured in a tissue sample of a plant, inputting the gene expression profiles into a prediction model constructed for a task of predicting a phenotype as output data, generating, using the prediction model, the prediction of the phenotype for the plant, analyzing, by an explainable artificial intelligence system, decisions made by the prediction model to predict the phenotype, and identifying a set of candidate gene targets for the phenotype as having a largest contribution or influence on the prediction based on the analyzing.

Abstract: Systems, computer program products, and methods for determining data feed sources for interactive automated code generation and modification are provided. The method includes causing a connection with one or more data feeds. Each of the one or more data feeds are capable of providing at least one data set. The method further includes causing a transmission of a recommendation of at least one data feed. The method still further includes causing a rendering of each of the data feed(s) to an end-point device. The method also includes receiving an indication of selected data feed(s). The selected data feed(s) provide data set(s) for the flow execution. The method further includes determining an additional selected data feed from a new data feed input from the end-point device. The method also includes causing an execution of the flow with each of the selected data feeds and the additional selected data feed included.

Abstract: A system includes a chamber body defining a processing volume. The system further includes a substrate support pedestal positioned in the processing volume and operable to support a substrate, the substrate support pedestal including one or more channels, where a coolant medium flows through the one or more channels to facilitate heat transfer from the substrate to the coolant medium. The system further includes a coolant medium circulator to circulate the coolant medium through the one or more channels. The system further includes a substrate temperature sensor operatively coupled to the chamber body, where the substrate temperature sensor measures a temperature of the substrate. The system further includes a coolant medium circulation controller, coupled to the coolant medium circulator and the substrate temperature sensor, to control a rate at which the coolant medium is circulated through the one or more channels.

Abstract: Systems, computer program products, and methods for determining and maintaining data quality in data processing is provided. The method includes determining one or more plugins used in a flow execution. The flow execution performs at least one transformation on one or more data sets. The method also includes determining one or more automatic data quality rules based on at least one of the one or more plugins using in the flow execution. The method further includes determining one or more custom data quality rules based on a custom data quality rule input received from an end-point device. The custom data quality rule includes one or more data statistics to be monitored during the flow execution. The method still further includes causing execution of each of the automatic data quality rules and the one or more custom data quality rules on data in the flow execution.

Abstract: Systems, computer program products, and methods for interactive automated modification of transformed data sets. The present disclosure is configured to identify at least one processed data set, wherein the processed data set comprises at least one processed data organized into at least one processed element; generate a processed data set interface component; transmit the processed data set interface component to a user device and configure a GUI of the user device with the processed data set interface component; identify at least one user input of the user device, the at least one user input comprising at least one adjustment request for the processed data set; automatically implement the at least one adjustment request to the processed data set and generate an adjusted processed data set interface component; and transmit the adjusted processed data set interface component to the user device and configure the GUI of the user device.

Abstract: Systems, computer program products, and methods for interactive automated code generation and modification for data processing are provided. The method includes causing a rendering of a flow designer interface including a flow portion and a plugin portion. The plugin portion includes engageable plugin icon(s) corresponding to one or more plugins. The method also includes receiving a first plugin input based on engagement of a first plugin icon. The first plugin input is a selection of a first plugin. The method further includes causing a rendering of a representation of the first plugin on the flow portion. The method further includes receiving a second plugin input based on engagement of a second plugin icon. The method also includes causing a rendering of a representation of the second plugin on the flow portion. The method also includes generating a flow operation based on the flow portion of the flow designer interface.

Abstract: Systems, methods and products for synchronization of content and metadata where the content and metadata are shared from a source repository to a target repository. One embodiment of a repository connector system utilizes a monolithic robotic server for scheduled synchronization and a second monolithic manual server for processing manual synchronization requests. A metadata server in the connector system enables sharing and synchronization of mapped metadata between content objects in the source and target repositories. A notification server is provided in the connector system to track notifications of changes to shared content in the target repository, and to replicate these notifications in a local database that is accessible by the synchronization servers to identify changes to the content in the second repository. Each of the servers is coupled to a service registry in the connector system to enable discovery and interaction between the connector system components.

Abstract: Disclosed are mechanisms for sharing content through content consumption systems. A sharing module publishes content in a share and metadata associated therewith to a content consumption system external to a managed repository. The share represents a folder or directory in the managed repository. The publication can be made through application programming interface (API) calls handled by a first sharing module API, a repository API, a second sharing module API, and a content consumption system API. These APIs together provide a one-to-one mapping of communications protocols used by the managed repository and the external system. The share in the managed repository and the share published to the content consumption system are synced and any conflict between the two is detected and resolved. The shared content can be repatriated back to the managed repository and the shared version deleted from the content consumption system.

Abstract: An example method may include acquiring images from cameras, each having a known position and orientation with respect to a spatial coordinate system of an augmented reality (AR) device. The acquired images may include portions of a multi-modal marker device that includes at least one tracking sensor having a three-dimensional position that is detectable in a coordinate system of a tracking system. A three-dimensional position is estimated for the portions of the multi-modal marker device with respect to the spatial coordinate system of the AR device based on each of the respective acquired images and the known position and orientation of the cameras with respect to the spatial coordinate system of the AR device. The method also includes computing an affine transform configured to register the coordinate system of the tracking system with a visual space of a display that is in the spatial coordinate system of the AR device.

Abstract: Systems, methods, and apparatuses relating to circuitry to implement scalable port-binding for asymmetric execution ports and allocation widths of a processor are described.

Abstract: A system and method of supply chain planning of process industry production include a processor and memory and are configured to model a supply chain planning problem for two or more products of a process industry, wherein a coproduct is produced for at least one of the products, group the two or more products into groups, receive a weight and a yield for each raw material that produces each of the products in at least one of the groups, cluster each of the raw materials using weight-yield clustering, generate BOM grouping, and assign one BOM grouping to each of the raw materials of a single cluster.

Abstract: Systems and methods are disclosed to facilitate intra-operative procedures and planning. A method can include storing tracking data in memory, the tracking data being generated by a tracking system to represent a location of an object in a tracking coordinate system of the tracking system. The method can also include storing a patient-specific implicit model in memory, the patient-specific implicit model being generated based on image data acquired for the patient to define geometry of an anatomical structure of the patient. The method can also include registering the tracking data and the patient-specific implicit model in a common three-dimensional coordinate system. The method can also include generating an output visualization representing a location of the object relative to the geometry of the anatomical structure of the patient in the common coordinate system.

Abstract: A method for managing a cryptocurrency transaction includes receiving information from a second-layer payment protocol network configured to process transactions between users of a cryptocurrency network. The information includes partial data indicating balances associated with user nodes in the second-layer payment protocol network or balances associated with channels between two or more of the user nodes. The method further includes obtaining additional data indicative of the balances associated with the user nodes or the balances associated with the channels, generating a graph neural network (GNN), receiving information associated with a requested transaction between user nodes in the second-layer payment protocol network, and, in response to the information associated with the requested transaction, calculating one or more paths for the transaction between the first user node and the second user node based on outputs of the GNN and outputting the one or more paths for execution of the transaction.

Abstract: A cross-wallet system generate a cross-platform key or a virtual account number for a first digital wallet provider to be used by the consumer when the consumer wishes to send payment to a second digital wallet provider with which the consumer does not possess an account. Moreover, the virtual account number, in one example, may only include a partial set of card number that does not include the typical set of card number. The virtual account number created by embodiments of the invention further enable security features that prevent fraud and protect the consumer's financial assets.

Abstract: The present invention relates to an optical fiber cable (100) comprising one or more optical fibers (102), a sheath (104) surrounding the one or more optical fibers (102). Particularly, a plurality of multi-filament strength members (106) are embedded in the sheath (104). Moreover, from the plurality of multi-filament strength members (106) at least one multi-filament strength member (106a) is made up of a first multi-filament material which is different from the second multi-filament material of the other multi-filament strength members (106b).

Abstract: A coated glass article provides a visible light reflecting, solar control glazing with a low emittance, a low solar heat gain coefficient, and a low shading coefficient that can significantly improve energy costs in buildings and homes while providing a desirable neutral color for, at least, film side reflection. The low emittance characteristic of the 5 glazing would minimize any indirect heat gain from absorption.