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The data, assumptions, procedures, and results relevant to each component of the workflow are elaborated in much more detail in the following sections.
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The flow charts that are commonly used in the production environment are inadequate for this task, since they only represent the explicit component of the workflow, and are too simplistic.
The final component of the workflow used TargetScore for miRNA target prediction based on the variability of the expression of the compared groups.
For example, the version of R used within each component of our clinical omics workflow is dynamically extracted at runtime and automatically propagated to the RVersionId metadata value of its output dataset.
Once submitted to the computational grid, a scheduler assigns the simulation workflow to an HPC cluster that executes the sequential and parallel components of the workflow.
Together, the various components of the workflow provide end-to-end quantitative and qualitative methods for the study of insect behavior from field-recorded videos.
Easily integrating various data and processing resources has considerable advantages in terms of rapid development of models and their execution but gives less control on the quality of the results as various uncertainties coexisting in the components of the workflow model.
But no matter how stable the components of the workflow become and no matter how many times I perform the same rituals, seemingly new and unexpected imagery comes out the other side". .
The different components of the workflow system are linked using Perl, Python and bash shell scripts.
In detail, first for the dataset it creates workflow graph from workflow descriptions, and applies a function mapping on each trace of the workflow event log.
The workflow of the analysis is shown in Fig. 2, and the algorithms used in each step of the workflow described in Materials and Methods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com