There is provided an information processing apparatus and an information processing method to present information for improving development efficiency of a neural network to a user. The information processing method includes: comparing, by a processor, learning results by a plurality of models of neural networks and presenting comparison information relating to the learning results using a graph. In addition, an information processing apparatus includes a control unit configured to acquire learning results by a plurality of models of neural networks and control comparison information relating to the learning results. The control unit presents the comparison information using a graph. In addition, an information processing apparatus includes a comparing unit configured to compare learning results by a plurality of models of neural networks and generate comparison information relating to the learning results. The comparison information is comparison information using a graph.

There is provided an information processing apparatus and an information processing method to present information for improving development efficiency of a neural network to a user. The information processing method includes: comparing, by a processor, learning results by a plurality of models of neural networks and presenting comparison information relating to the learning results using a graph. In addition, an information processing apparatus includes a control unit configured to acquire learning results by a plurality of models of neural networks and control comparison information relating to the learning results. The control unit presents the comparison information using a graph. In addition, an information processing apparatus includes a comparing unit configured to compare learning results by a plurality of models of neural networks and generate comparison information relating to the learning results. The comparison information is comparison information using a graph.

An automated command assistance tool is provided for a browser-enabled command line interface of a cloud service. The automated command assistance tool provides examples illustrating the correct syntax for commands used to manage the resources of a cloud service. The command assistance tool learns the syntax of a command from usage patterns found in telemetric data, scripts and user documentation and forms templates containing a command's usage pattern and related information. The templates are used to generate examples that respond to a user query for assistance with usage of a particular command.

An automated command assistance tool is provided for a browser-enabled command line interface of a cloud service. The automated command assistance tool provides examples illustrating the correct syntax for commands used to manage the resources of a cloud service. The command assistance tool learns the syntax of a command from usage patterns found in telemetric data, scripts and user documentation and forms templates containing a command's usage pattern and related information. The templates are used to generate examples that respond to a user query for assistance with usage of a particular command.

An embodiment may involve receiving a request to install or upgrade a performance analytics dashboard of a graphical user interface displayed on a client device. The performance analytics dashboard may define a data visualization related to a particular key performance indicator. A data model may represent configuration and operational characteristics of computing devices disposed within a managed network. The configuration and operational characteristics may include key performance indicators. The embodiment may also involve determining that installing or upgrading the performance analytics dashboard requires updating data within the data model. The embodiment may also involve receiving, by way of the graphical user interface, permission to update the data within the data model. The embodiment may also involve updating the data within the data model then installing or upgrading the performance analytics dashboard.

An embodiment may involve receiving a request to install or upgrade a performance analytics dashboard of a graphical user interface displayed on a client device. The performance analytics dashboard may define a data visualization related to a particular key performance indicator. A data model may represent configuration and operational characteristics of computing devices disposed within a managed network. The configuration and operational characteristics may include key performance indicators. The embodiment may also involve determining that installing or upgrading the performance analytics dashboard requires updating data within the data model. The embodiment may also involve receiving, by way of the graphical user interface, permission to update the data within the data model. The embodiment may also involve updating the data within the data model then installing or upgrading the performance analytics dashboard.

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.

In general, embodiments of the technology relate to a method for serv1cmg requests. The method includes receiving a search request from a client, determining a main path and a conditional subpath associated with the search request, determining a subpath index associated with the main path and the conditional subpath, obtaining, using at least a portion of the search request, a set of subpath index entries from the subpath index, wherein each of the subpath index entries specifies a facet subpath and content associated with the facet subpath, generating a final result using at least a portion of the contents in the set of subpath index entries, and providing the final result to the client.

In general, embodiments of the technology relate to a method for serv1cmg requests. The method includes receiving a search request from a client, determining a main path and a conditional subpath associated with the search request, determining a subpath index associated with the main path and the conditional subpath, obtaining, using at least a portion of the search request, a set of subpath index entries from the subpath index, wherein each of the subpath index entries specifies a facet subpath and content associated with the facet subpath, generating a final result using at least a portion of the contents in the set of subpath index entries, and providing the final result to the client.