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Data and program independence was broken but the ad hoc configuration of data management components or services seemed to be easier to configure since it was more efficient to personalize functions according to application needs.
This fully-automated configuration of data sampling, geometry/grid generation, CFD solving and surrogate modelling generated several surrogate models.
Therefore, data acquisition for W7-X is designed to facilitate the implementation and configuration of data processing modules.
Unlike the traditional Kriging variance which is a function of mere measurements density and spatial configuration of data points, the conditional copula account for the influence from data values.
The datapath and operation control signals specify the configuration of data flow and computing units, while the I/O delays are used for synchronization scheduling among multiple computing units.
Essentially it finds a configuration of data points in a low dimensional space (two dimensions in our case) that best captures the proximity of points in a higher dimensional space (six dimensional in our case).
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In our study, hot spots are defined as high-high values that are statistically different from configurations of data expected by chance.
It has been used to solve a wide range of computationally hard problems such as maze-solving, the traveling salesman problem, calculation of optimal graphs, construction of logical gates and arithmetic circuits, sub-division of spatial configurations of data points and robot control.
Fig. 3 Configuration of current data pipeline in WLCG (a) and the configuration of the proposed data pipeline for WLCG (b).
The storage configuration of XML data on disk also has an impact on the efficiency of an XML data management system.
Briefly, given time series data of two factors and a user-constrained delay limit, eLSA finds the configuration of the data that yields the highest local similarity (LS) score, which is a type of similarity metric.
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