By Charles J.(Charles J. Stone) Stone
This author's sleek technique is meant basically for graduate-level mathematical records or statistical inference classes. the writer takes a finite-dimensional sensible modeling point of view (in distinction to the traditional parametric procedure) to reinforce the relationship among statistical conception and statistical technique.
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Additional info for A Course in Probability and Statistics
The class of data transfer patterns contains patterns that focus on the different types of data transfer among the nodes. The pattern named data transformation— input/output describes the possibility to transform the incoming data before processed by the application, or to transform the data generated after the execution of the application. gUSE supports these patterns implicitly. Instead of simply executing the applications, a wrapper script is executed to set up the right environment. It copies the input ﬁles, manages the execution of the required application, and then handles the generated outputs according to the type of output channel.
In order to support many communities, ﬂexibility was a major design goal. This ﬂexibility enables access to all the major DCIs and data storages with all the available authentication methods and enables parallel/distributed execution of workﬂows at several parallelization levels. Subsequent chapters explain in detail those features that contribute to this high degree of ﬂexibility in WS-PGRADE/gUSE. 32 T. Gottdank The success of these design principles resulted in WS-PGRADE/gUSE becaming one of the leading science gateway frameworks in Europe.
On the other hand, the application itself influences the difﬁculty of the conﬁguration, too. For example, if the algorithm is an MPI application, we need to deﬁne this property and then we must set the required number of processors for the execution as well. In theory, the most complicated case is if the job refers to a workflow. To achieve this scenario is quite simple: only the required workflow’s link should be selected for the job. We remark that only those workflows can be embedded that are inherited from a template.
A Course in Probability and Statistics by Charles J.(Charles J. Stone) Stone