Providing data generally involves a transformation of an OPC UA data model into an ontology. Such an ontology readily provides desired capabilities for validation, querying, and analytics of the OPC UA data model using sophisticated standard tools adapted to the ontology. A method for transforming a semantically enriched and graph-based data model into a target ontology is suggested. By a first act, identifications of nodes are retrieved of the data model. Subsequently or concurrently, semantic descriptions of one or more references interconnecting one or more nodes are retrieved. These semantic descriptions are expressed by at least one or more predicates and one or more concepts (e.g., classes) in the target ontology to be produced. Eventually, the target ontology is structured by a semantic ontology language and output to a triple store.

Systems, methods, and non-transitory computer-readable media can obtain data form one or more data sources. The data from the one or more data sources can be processed into one or more data records. Each data record can include at least an identification, a data type, and data to be stored. The data records can be organized into a tree data structure. The tree data structure can be stored as an intermediate data layer in a data analysis platform.

A method and associated system for selectively constructing a search result for a data requested by a search request specifying path information of a data node comprising the data. A template tree represents a hierarchy of the search result with expandable nodes which initially do not have actual data. A node of the template tree is dynamically expanded by a callback function to have a respective data for the node when the node is traversed for the first time during traversing the template tree according to the path information. The search result is created by expanding all nodes of the template tree that are specified in the path information. The data node in the search result is communicated to an entity that had originated the search request.

Systems, computer-implemented methods, and non-transitory computer-readable media are provided for on-boarding client data received from multiple information sources. Consistent with the disclosed embodiments, a computer system may receive metadata concerning information received from one or more information sources. The computer system may receive instructions for mapping the information onto a schema of a trait-based modeling system. Based on these received instructions, the computer system may generate a script for on-boarding the client data. The computer system may provide the script to a server, which may execute the script, causing the resulting information to be provided to a trait-based modeling system to optimize a field in the schema of the trait-based modeling system.

Systems and methods are disclosed for improving data modeling and translating. The system receives network-related data from external systems, wherein the data is formatted in various modeling languages corresponding to the system or network components from which it is transmitted. The system parses and extracts the network-related data for identifying parameters within the data, wherein the parameters correspond to the system or network component's operational status. The system translates the extracted data to a human-readable format for displaying the data to a system user and allowing the user to modify or provide additional parameters. The system generates a new instance of the network-related data including the user-provided parameters, wherein the new instance is translated into a format in accordance with the modeling language of the initially received network-related data.

A system and method for a visual design system includes a memory, a processor, a page analyzer to extract business information of at least one data structure of at least one page of a visual application having an existing layout, to perform a semantic analysis of the extracted business information and to use the extracted business information to produce a business information layout and an associated business information signature; a database to store at least one layout and at least one associated layout signature where the layout signature represents a business information composition of the at least one layout, a signature comparer to perform a comparison of the associated business information signature of the at least one data structure with the associated layout signature of the at least one layout stored in said layout database and where the processor and the memory embody the page analyzer and the signature comparer.

System for converting a spreadsheet in a first format to a second format comprising: a server including a storage means adapted to store the spreadsheet in the second format and store an associated template; a data set associated with the spreadsheet in the second format, such that the data set is adapted to be associated with the template to be displayed on a client device; and wherein when data is associated with the template, changes made via the client device to the associated data is recorded in realtime in both the spreadsheet in the second format and template. A process for generating an output for a webpage, comprising: selecting a spreadsheet and a template stored by a server, the spreadsheet comprising a data set; associating the data set with an element in the template, such that when the data is associated with the template, changes made to the associated data is recorded in realtime in both the spreadsheet and template; and generating the output comprising the data associated with the template.

A method may include receiving, from a browser, a request for a tracking pixel including a uniform resource locator (URL) of the tracking pixel and a session identifier (ID) of the browser. The URL of the tracking pixel may be included in a CSS selector. The method may further include sending, to the browser and as triggered by the request for the tracking pixel, a request to scan a document object model (DOM) of the browser. The request to scan the DOM may include the session ID. The method may further include receiving, from the browser, scan results including a set of dependencies on the CSS selector

An example system includes a processor to receive deltas corresponding to concurrently executed operations of a number of other replicas on an element of a delta-based conflict free replicated data type (CRDT) array of a distributed computing system. The processor is to modify, at the first replica, the element of the delta-based CRDT array based on the deltas using a dot store that maps dots to a dot store.

A system and method are provided for executing a dynamic routing service. The method includes i) subscribing to ingress a first topic for a current task in a process workflow and ii) receiving a data object for the current task. The method also includes iii) querying a first service to determine a next workflow task, the next workflow task having been translated by the first service from a workflow graph to a file and data interchange format. The method also includes iv) updating the data object, v) routing the updated data object to a second topic by a message broker using the data interchange format, and vi) subscribing to ingress the second topic for a next task in the process workflow and repeating ii) to v) while the process workflow is being executed.