Automated discovery of relationships between entities within an IT environment. A technique is performed by a relationship module that performs a discovery search for entity relationships to produce a set of relationship search results. The relationship module then generates a set of relationship definitions from the set of relationship search results which are stored to a relationship collection in a data store. A technique for automatically updating entity and relationship definitions and removing outdated entity and relationship definitions stored to a data store. An update module automatically updates entity and relationship definitions at predetermined time intervals. The update history in each definition is also modified to reflect the update process. A retire module automatically removes outdated definitions using the update history in each definition.

Systems, computer-implemented methods, and computer program products that can facilitate refinement of a predicted event based on explainability data are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise an interpreter component that identifies a probable cause of a predicted event based on explainability data. The computer executable components can further comprise an enrichment component that executes a diagnostic analysis based on the probable cause.

A technique for logging tasks in a computer system. Tasks are logged into the computer system by executing at least one task at the computer system. A set of log metadata and a set of log levels of log records of the at least one task may be determined from an execution log output of the at least one task. Execution outputs of a further task may be determined according to the determined set of log metadata and associated set of log levels.

Systems and methods for generating and rendering dynamic 3D representations of subsystems of a computer ecosystem can include a computing device receiving data indicative of importance parameters of a subset of assets of a plurality of assets of a computer environment. Each asset of the subset of assets can be associated with a respective importance parameter. The computing device can determine, for each asset of the subset of assets, a respective visual depth using the respective importance parameter of the asset. The computing device can construct a visual representation of a 3D model of the subset of assets. Each asset can be depicted according to the respective visual depth in the visual representation of the 3D model. The computing device can include causing display of the visual representation of the 3D model on a display device.

A system and method for monitoring performance of an industrial process includes an input port for receiving signals representative of one or more performance parameters generated by the industrial process, a user interface including a display and a controller that is operably coupled with the input port and the user interface. The controller is configured to repeatedly receive signals over time via the input port representative of the one or more performance parameters of the industrial process and to generate a plurality of snapshots, wherein each snapshot includes a graphical representation of the one or more performance parameters of the industrial process at a corresponding time. The controller is configured to generate an animatable heat map including two or more of the plurality of snapshots arranged temporally and to display the animatable heat map on the display.

A monitoring system includes: an analysis device; a controller that controls the analysis device; and a monitoring device. The monitoring device is capable of communicating with the controller and monitors an operation status of the analysis device. The monitoring device obtains, from the controller, monitoring data including an analysis state and analysis data of the analysis device. In response to a request command from a request origin, the monitoring device generates display data using the monitoring data, and transmits the generated display data to a terminal device of the request origin. The request command includes identification information of the request origin. The monitoring device changes the display data in accordance with the identification information.

A method for monitoring an operation condition of an interactive information system is provided. The interactive information system includes a touch panel and a touch control unit, and executes a resident scanning program to detect whether a hardware-related issue or a software-related issue of the touch panel or the touch control unit has occurred. When the hardware-related issue has occurred, the interactive information system downloads and executes a hardware diagnosis program to obtain a diagnosis result. When the software-related issue has occurred, the interactive information system downloads and executes a software adjustment program to resolve the software-related issue.

In one aspect, a first device may download at least one disk image and then provide the disk image to second and third devices through a fourth device that controls connections to the second and third devices. The first device may then run computer diagnostics concurrently on the second and third devices through the fourth device and using the image provided to each of the second and third devices. In some examples, communication between the devices may occur using USB ports.

A method and system for testing a software application includes receiving and storing a software application for execution in a memory associated with a processor, detecting a first trigger event corresponding to the software application, and attempting to load a disposable code in the memory in response to detecting the trigger event. The method further includes, if the disposable code is successfully loaded in the memory, by the processor: executing the software application to pass a reference to the software application into the disposable code, and executing the disposable code to create an interface between the software application and one or more testing tools. The interface is configured to intercept communications to and from the software application during an execution of the software application.

Methods, apparatuses, systems, and computer-readable media for identifying and executing one or more interactive condition evaluation tests and collecting and analyzing user behavior data to generate an output are provided. In some examples, user information may be received and one or more interactive condition evaluation tests may be identified. An instruction may be transmitted to a computing device of a user and executed on the computing device to enable functionality of one or more sensors that may be used in the identified tests. Upon initiating a test, data may be collected from the one or more sensors. The collected sensor data may be transmitted to the system and processed using one or more machine learning datasets. Additionally, user behavior data may be collected and processed using one or more machine learning datasets. The sensor data, the user behavior data, and other data may be used together to generate an output.