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Statistical analysis software (SigmaStat version 2.03, SPSS Inc., Chicago, Illinois USA) was used for data processing to execute analysis of variance with appropriate post-hoc multiple comparisons, including non-parametric methods when applicable.
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The distributed graph engines execute analysis process after partitioning input graph data and assign them to distributed computers, so the quality of graph partitioning largely affects the communication cost and load balance among computers during the analysis process.
This behavior is certainly not desired by pharmacometricians who must often execute analysis jobs quickly.
Next, the master node remotely calls to execute the analysis pipelines and monitors analysis progresses in these computing nodes.
A mathematical model based on the experimental results has been developed in order to execute an analysis of the dynamics of the process.
The ART architectures present plasticity and stability characteristics, which are very important for the training and to execute the analysis in a fast way.
In order to execute content analysis, DICTION software was used.
In production runs, one may wish to execute both analysis codes in a single simulation, but for the purposes of this performance study, we do not consider this case, as it obscures the performance behavior we seek to study.
For the computations, we suppose that the lookup process takes T l seconds to execute, the analysis process takes T a seconds, and each thread incurs a context switch of c a seconds, while thread creation and destruction overheads can be ignored as they are in the order of microseconds [32].
There were several analytic and statistical issues that needed to be addressed to execute this analysis.
We would like to thank both institutions for providing the data and permissions to execute further analysis.
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CEO of Professional Science Editing for Scientists @ prosciediting.com