Abstract: Various methods, apparatuses/systems, and media for implementing an automation testing module are disclosed. A processor creates a plurality of production robots each configured to validate a particular nonfunctional requirement (NFR) among a plurality of NFRs of an application during a development environment of the application. The processor identifies a tool specific for testing the particular NFR from the plurality of production robots; and implements the identified tool's application programming interface (API) to automatically execute a test scenario to validate the particular NFR. The test scenario is selected from a plurality of test scenarios to be executed and tested by the production robots to validate each NFR during the development phase and to determine that the application is stable and ready for production based on validation of the plurality of NFRs prior to entering into a production phase of the application.

Abstract: An industrial development hub (IDH) supports industrial development and testing capabilities that are offered as a cloud-based service. The IDH comprises an enhanced storage platform and associated design tools that serve as a repository on which customers can store control project code, device configurations, and other digital aspects of an industrial automation project. The IDH system can facilitate discovery and management of digital content associated with control systems, and can be used for system backup and restore, code conversion, and version management.

Abstract: Traditionally, engineers (or developers) of a software provider may implement or maintain aspects of application services by executing jobs or joblets on computing resources of various scopes in a cloud computing environment. However, in some cases, executing certain types of engineer-initiated jobs may negatively impact customer experience and/or satisfaction with the application services. Automated policies for distributing engineer-initiated jobs increase validation testing, scope control, and deployment timing based on a dynamic risk analysis of each job. A multi-faceted approach to distributing engineer-initiated jobs ensures adequate regression testing (e.g., via ring validation and cool-down period) and facilitates controlled distribution (e.g., based on throttle, distribution timing, and deployment train position). An automatic override ensures critical customer outages can be resolved quickly and efficiently by bypassing at least some of the rules.

Abstract: A remote service system includes a first computer terminal configured to add a first signature to control information representing control content to be applied to a facility and transmit the control information and a second computer terminal configured to cause the control content represented by the control information to be applied to the facility, wherein the first computer terminal and the second computer terminal are connected by a first communication network and wherein the second computer terminal and the facility are connected by a second communication network.

Abstract: The present disclosure relates to software development and, more specifically, to continuous integration (CI) based software development systems, methods, and computer program products in which a system-under-test (SUT) is populated with production data that has been filtered or transformed, or both. In accordance with this approach, the filtered or transformed production test data can be automatically generated and seamlessly integrated into a continuous integration process. In some examples, the resulting filtered or transformed test data closely reflects real production data while, at the same time, consuming less data storage space and protecting an individual's sensitive information.

Abstract: One or more processors receive one or more messages corresponding to requests to access data in an electronic storage object stored in a database. Responsive to the one or more messages, the one or more processors: locate the electronic storage object in the database based on the one or more messages, retrieve data from the electronic storage object, and forward the retrieved data to a computer that executes a computational application, the retrieved data being in a format recognized by the computational application.

Abstract: An electronic apparatus and a control method of the electronic apparatus is provided. The method includes acquiring source code written in a programing language, identifying a structure including a function pointer from the source code, identifying a plurality of initialized variables as a plurality first variables among variables of the function pointer included in the identified structure, and modifying the source code by changing an indirect call using an unmodifiable variable among the plurality of first variables to a direct call.

Abstract: An infrastructure management system automatically determines a configuration of infrastructure services for the execution of applications that best satisfies predefined target criteria based on receiving annotated application programming interface (API) schemas associated with the applications. The system extracts information from customized annotations in a received API schema, sets up an API gateway with an existing configuration of infrastructure services, and logs requests received at this existing configuration via the gateway. The system generates a set of alternate configurations based on the extracted information, simulates execution of a set of logged requests to determine a set of valid configurations, and subsequently selects a new configuration that satisfies threshold predefined target criteria. The system may update the existing configuration to the new configuration without interrupting application services.

Abstract: A quality control (QC) engine analyzes sample code provided by a user and then generates example code that more effectively performs the same or similar operations performed by the sample code. An objective model analyzes the sample code to generate one or more tags indicating the intended objective(s) of the sample code. The quality model analyzes the sample code to generate one or more ratings indicating the degree to which the sample code achieves each intended objective. The performance model analyzes the tags and the ratings and estimates the performance of the sample code when executed in a production environment. The recommendation engine queries a database of code based on the tags, the ratings, and the estimated performance of the sample code to determine example code that achieves the same or similar objectives(s) as the sample code, but with at least one of higher ratings and greater performance.

Abstract: An application update system performs staged rollouts to push new versions or features of applications to users quickly and with minimal negative impact to the users. The application update system allocates users of an application to populations. The populations specify a subset of users to receive a feature update for the application. The application update system performs a staged rollout of the feature update by iteratively pushing the feature update to the identified subset of users, monitoring the performance of the feature update, and, based on the performance, the application update system reallocates users to populations. For example, when the feature update performs successfully, the application update system allocates additional users to receive the feature update. When all users of the application have received the feature update, the staged rollout is designated as complete.

Abstract: A technique capable of preventing the loss of packet data for any appropriate one of controllers connected to the same network is provided. An FA system includes a plurality of controllers. Each of the controllers includes: a buffer; a communication module for performing packet communication with one or more other controllers; a packet monitor module for buffering packet data generated in its own controller and packet data received by its own controller in the buffer; and a stop module for stopping, in response to a predetermined stop condition being satisfied, a buffering function of the packet monitor module for a controller specified from the plurality of controllers.

Abstract: A system for tracking features of one or more applications is provided. The system is configured to: monitor the one or more applications, generating log data associated with the one or more applications and tracking progress data associated with features of the one or more applications; determine, from a scope of interest data, a set of applications from the one or more applications; determine, from the scope of interest data, roles for each application in the set of applications; extract user log data and/or user progress data associated with the set of applications based on the roles for each application in the set of applications; and provide, to a client device, the user progress data associated with the set of applications and the user log data associated with the set of applications for displaying on the client device.

Abstract: A method includes, receiving a first version of a software patch for an application. The method further includes receiving a second version of the software patch, the second version being associated with an upstream version of the application. The method further includes, comparing the first version of the software patch with the second version of the software patch, the comparing accounting for differences between the first version of the software patch and the second version of the software patch that result from differences between the application and the upstream version of the application. The method further includes, in response to comparing, tagging the first version of the software patch as a match when there are no differences other than the differences between the first version of the software patch and the second version of the software patch that result from differences between the application and the upstream version of the application.

Abstract: A method comprises packaging a plurality of mainframe software artifacts into a container image, wherein the plurality of mainframe software artifacts are created via installation of software on a first mainframe system using a mainframe installer configured for a first operating system. The method further comprises running a container, based on the container image, on a container distribution platform that uses a host operating system different from the first operating system; and executing one or more scripts within the container. The one or more scripts are configured to install and configure the packaged plurality of mainframe software artifacts onto a second mainframe system communicatively coupled to the container distribution platform, the second mainframe system running the first operating system.

Abstract: Embodiments of the present invention enable users to extract knowledge from testing scenarios performed during application development, and later employ that knowledge to interpret application usage scenarios to enhance serviceability of applications by expediting identification and solving of problems. In an exemplary embodiment, log data generated during simulation of test cases is analyzed to create one or more rules based on patterns in which one or more log entries appear in the log data. Later, log data may be analyzed to look for a pattern of log entries that matches a pattern-based rule, thereby facilitating faster identification and resolution of the problem.

Abstract: Embodiments are directed to performing risk-based software validation and to applying change control when upgrading a software application. In one scenario, a computer system calculates a risk score for features in a software application. This risk score indicates a relative level of risk for installing and using the software application. The computer system performs internal usage testing to determine how the software application is recommended for use, and conducts use tests to determine how a specified client uses the features of the software application as compared to the determined recommended use. Then, based on the calculated risk and the determined use of the features, the computer system provides a recommendation for the specified client indicating which portions of the software application are to undergo client-specific validation. In another scenario, a computer system applies change control when upgrading a software application from a first version to a second version.

Abstract: A method for designing a system on a target device includes generating an intermediate representation of the system from a functional specification of a high-level description of a system. From the high-level description of the system, one or more directives are identified that (1) transform a portion of the system with a specific technique, (2) build a spatial layout for the system by dividing the system according to functionalities, and (3) specialize the system in response to the spatial layout. The intermediate representation of the system is modified in response to the one or more directives.

Abstract: A method and apparatus for automatically deploying artifacts are disclosed. In one embodiment, the method comprises generating a trusted configuration artifact with a forward immutable continuous integration (CI) implemented as a build pipeline; accessing, by an orchestration system, the trusted configuration artifact from the IAC repository; and automatically deploying the configuration to change a state of the cluster, according to an orchestration type associated with the trusted configuration artifact, including determining the orchestration type.

Abstract: Methods and systems that facilitate automatic generation of Application Programming Interface (API) specification from web traffic. Methods include obtaining a plurality of API requests and responses to the plurality of API requests. Methods include processing these API requests and responses to API requests to identify one or more attributes, such as, for example, variables, query parameters, response status codes, and response schemas. Methods include identifying variables using a tree data structure to represent resource paths. Methods include identifying query parameters based on resource items in resource paths. Methods include determining that the API call does not conform to the API specification by comparing one or more attributes of the API call with the attributes of the API specification.

Abstract: A data processing device has a processor which executes software directly from non-volatile memory. The processor has a runtime component which dynamically maps software element identifiers specified by the software to corresponding software elements in memory. Mapping information is used to determine which software elements identifiers correspond to which software elements. This provides a level of indirection which can be used to make software updates more efficient, by updating only parts of the software while leaving old parts of the software as they are. Updated software elements can be stored to memory and the mapping information updated to point to the new elements, while existing mappings may be retained.