Difference between revisions of "Statistical Manager Tutorial"
(Created page with '=Statistical Manager= This is a cross-usage service that provides users and services with tools for performing data mining operations. Specifically, it offers a unique access to…') |
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Specifically, it offers a unique access to perform data mining and statistical operations on heterogeneous data, which may reside either on the client side, in the form of comma-separated values files, or be remotely hosted, possibly in a database. | Specifically, it offers a unique access to perform data mining and statistical operations on heterogeneous data, which may reside either on the client side, in the form of comma-separated values files, or be remotely hosted, possibly in a database. | ||
The SM service is able to take inputs and execute the operation requested by a client by invoking the most suited computational facility from a set of available computational resources. | The SM service is able to take inputs and execute the operation requested by a client by invoking the most suited computational facility from a set of available computational resources. | ||
| − | Executions can run either on multi-core machines or on different computational platforms, | + | Executions can run either on multi-core machines or on different computational platforms, such as D4Science and other different private and commercial Cloud providers. |
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The SM Service is a container of algorithms that are implemented as plug-ins based on the Dependency Injection programming pattern. These reside on SM and can be invoked by infrastructural or external clients according to a public Web Services Description Language interface. The requests are managed asynchronously, and the client can monitor the status of the computation at any time. | The SM Service is a container of algorithms that are implemented as plug-ins based on the Dependency Injection programming pattern. These reside on SM and can be invoked by infrastructural or external clients according to a public Web Services Description Language interface. The requests are managed asynchronously, and the client can monitor the status of the computation at any time. | ||
=Upload custom file= | =Upload custom file= | ||
| + | [[File:https://gcube.wiki.gcube-system.org/gcube/images_gcube/b/bc/FormImport.png]] | ||
Revision as of 12:26, 13 September 2013
Statistical Manager
This is a cross-usage service that provides users and services with tools for performing data mining operations. Specifically, it offers a unique access to perform data mining and statistical operations on heterogeneous data, which may reside either on the client side, in the form of comma-separated values files, or be remotely hosted, possibly in a database. The SM service is able to take inputs and execute the operation requested by a client by invoking the most suited computational facility from a set of available computational resources. Executions can run either on multi-core machines or on different computational platforms, such as D4Science and other different private and commercial Cloud providers.
The SM Service is a container of algorithms that are implemented as plug-ins based on the Dependency Injection programming pattern. These reside on SM and can be invoked by infrastructural or external clients according to a public Web Services Description Language interface. The requests are managed asynchronously, and the client can monitor the status of the computation at any time.
Upload custom file
File:Https://gcube.wiki.gcube-system.org/gcube/images gcube/b/bc/FormImport.png
