A system and method for generating a visualization of cloud based computing system based on a domain-specific language file is provided. In one or more examples, the domain-specific language file is compiled so as to generate a data file. The data file is parsed to generate an intermediate file that converts the computing resources found in the data file into symbolic representations. The intermediate file is then processed so as to produce a position for each symbol within the symbolic representation. Finally, the symbolic representation is rendered using a markup language such as HTML.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium. In some implementations, methods include determining multiple different configurations of multiple digital components eligible to be presented within a single digital component slot in a given electronic document being presented at a client device, selecting a particular configuration that has a highest configuration score and includes a given digital component, determining an offset factor that quantifies a negative impact of the given digital component on other digital components, optimizing a distribution amount applied to the given digital component based on the offset factor and a baseline distribution amount applied to each digital component in each of the multiple different configurations, and transmitting the given digital component to the client device based on the distribution amount for the given digital component, including causing the given digital component to be presented at the client device in the particular configuration.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium. In some implementations, methods include determining multiple different configurations of multiple digital components eligible to be presented within a single digital component slot in a given electronic document being presented at a client device, selecting a particular configuration that has a highest configuration score and includes a given digital component, determining an offset factor that quantifies a negative impact of the given digital component on other digital components, optimizing a distribution amount applied to the given digital component based on the offset factor and a baseline distribution amount applied to each digital component in each of the multiple different configurations, and transmitting the given digital component to the client device based on the distribution amount for the given digital component, including causing the given digital component to be presented at the client device in the particular configuration.

Described herein are systems and methods for profiling structured or semi-structured datasets. An example computer-implemented method includes grouping, using a machine learning classifier, a plurality of tables in a dataset that are associated with an object into a cluster, where each of the tables of the cluster includes respective data and respective metadata, the respective metadata including at least one respective attribute, generating a metadata-profile for the cluster, where the metadata-profile includes the at least one respective attribute of each of the tables of the cluster; and querying the cluster using the metadata-profile.

An apparatus in one embodiment comprises a processing platform comprising one or more processing devices. The processing platform implements a database configured to store metric and level information for each of a plurality of models, and a metric mapper adapted to interface with the database. The metric mapper is configured to utilize the metric and level information stored in the database to establish an association between a first metric characterizing at least one of a workload and a resource in accordance with a first one of the models and a second metric characterizing at least one of a workload and a resource in accordance with a second one of the models. The established association is illustratively applied to relate service requirements specified at least in part using the first metric of the first model to service capabilities specified at least in part using the second metric of the second model.

System and methods are provided for displaying dynamic content on a graphical user interface. A first data illustration of a first facet of data is displayed in a first two-dimensional interface, wherein the first two-dimensional interface corresponds to a side or cross-section of a three-dimensional interface, and the first two-dimensional interface displays a plurality of filters for the first data illustration. A selection for one of the plurality of filters and a selection to display a second facet of data are received from a user. A dynamic rotation of the three-dimensional interface to a second side or cross-section that corresponds to a second two-dimensional interface is displayed, wherein a second data illustration of the second facet of data is displayed in the second interface, the second data illustration being filtered according to the selected filter.

Embodiments of the present disclosure provide methods, apparatus, systems, computer program products for generating an annotation for textual information and/or media content for technical documentation for an item in an interactive electronic technical manual system (IETM) configured to provide electronic and credentialed access to the technical documentation via an IETM viewer. In one embodiment, a method is provided comprising: providing a window for display comprising the textual information and/or media content; receiving input of a selection of an annotation selection mechanism; and responsive to receiving the input: generating the annotation for the textual information and/or media content; receiving an indication of a position in the textual information and/or media content to associate with the annotation; and providing an annotation window for the annotation for display via the IETM viewer, wherein the annotation window comprises an attach file mechanism, a capture mechanism, a share mechanism, and a change form mechanism.

Embodiments of the present disclosure provide methods, apparatus, systems, computer program products for generating an annotation for textual information and/or media content for technical documentation for an item in an interactive electronic technical manual system (IETM) configured to provide electronic and credentialed access to the technical documentation via an IETM viewer. In one embodiment, a method is provided comprising: providing a window for display comprising the textual information and/or media content; receiving input of a selection of an annotation selection mechanism; and responsive to receiving the input: generating the annotation for the textual information and/or media content; receiving an indication of a position in the textual information and/or media content to associate with the annotation; and providing an annotation window for the annotation for display via the IETM viewer, wherein the annotation window comprises an attach file mechanism, a capture mechanism, a share mechanism, and a change form mechanism.

A page request is received from a browser. A page script corresponding to the page request is allocated from a plurality of page scripts corresponding to the page request. The page script is transmitted to the browser for generation of a script execution parameter by execution of the page script by the browser. A page verification request is received from the browser, where the page verification request includes the script execution parameter. Whether a page verification request is expired is determined, where if the page verification request is expired, generating error prompt information indicating a page expiration. If the page verification request is not expired, whether the script execution parameter is valid, is determined. If the script execution parameter is valid, the validity is indicated, otherwise the page request is rejected.

A page request is received from a browser. A page script corresponding to the page request is allocated from a plurality of page scripts corresponding to the page request. The page script is transmitted to the browser for generation of a script execution parameter by execution of the page script by the browser. A page verification request is received from the browser, where the page verification request includes the script execution parameter. Whether a page verification request is expired is determined, where if the page verification request is expired, generating error prompt information indicating a page expiration. If the page verification request is not expired, whether the script execution parameter is valid, is determined. If the script execution parameter is valid, the validity is indicated, otherwise the page request is rejected.