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Flink's processing model applies transformations to parallel data collections [83, 84].
Therefore, the first step of the federation algorithm iteratively applies transformations T1, T2, T3 and T4 as defined in Equations (T1 T4) to the given policy P until no more sub-policies can be transformed, as shown in Algorithm 2. Algorithm 2 Definition of thenormalize method.
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Traditional design techniques for embedded systems apply transformations on the source code to optimize hardware-related cost factors.
To take advantage of these traceability mechanisms, we have developed a tool that obtains traceability reports after applying transformations.
When data are skewed, the commonly applied transformations are 1/x, log(x), and sqrt(x), exponentiating, squaring, or cubing x, where the x's are the data values.
As the operation, we will simply apply transformations successively (and we'll denote that operation by "×").
We applied transformations to align the catalytic triad.
All other outcomes will be modelled using multilevel Poisson regression, applying transformations to continuous variables as appropriate.
In case of severely skewed distribution of cost variables, we will check the robustness of results by applying transformations or by performing bootstrap analyses.
Therefore, applying transformations to normalize data from this "mixture distribution" is not appropriate for QTL mapping studies, and such transformations were not applied to data in this study [ 49, 50].
The chapter illustrates how to transform an entity-relationship diagram into a standard relational schema, by applying transformation rules to entities, relationships, and generalization hierarchies.
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CEO of Professional Science Editing for Scientists @ prosciediting.com