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A special interface for data submission allows the execution of a pipeline, based on DT-Hybrid, predicting new targets with the corresponding p-values expressing the reliability of each group of predictions.
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Evidently, a mechanism for achieving parallelism in the execution of an OU pipeline in a single site is required.
These tools are modular environments enabling an easy visual assembly and an interactive execution of an analysis pipeline (typically a directed graph) where a node defines a task to be executed on input data and an edge between two nodes represents a data flow.
The implementation of our clinical omics DNA variant annotation pipeline use-case within the WINGS platform is the first implementation and execution of a clinical omics pipeline in a semantic workflow.
This is the first implementation and execution of a clinical omics pipeline using semantic workflows.
Execution of this pipeline on a Pyrobaculum species, with a genome size of 2.2 megabases, yielded 2863 predicted genes.
Therefore, an optimized execution of the pipeline could be achieved by dynamically seeking the best resource mapping.
FE, SR, and MO have a reduction of 80%, 71%, and 64%, respectively, with FE and MO that show average waiting times around the 10%and50%0% of the average execution time of a PZ pipeline.
In this model, data are exchanged using a common format and protocol, usually XML and SOAP, respectively, between the host and any number of providers during the course of a pipeline execution.
Staggered execution of multiple pipeline jobs can also improve resource utilization as shown in [17, 27].
The execution of this pipeline has been fully automated and integrated with in house computational servers used via cloud computing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com