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Our study focuses on executing data mining techniques step-by-step and showing intermediate result at every stage to facilitate sense-making.
By searching threads table of each node, the task gets an idle thread (with preferred node IP address) for executing data partition.
Collectively, the team has expertise in executing data sharing agreements, data management (including cleaning, linking, and visualizing data), data analysis, and communicating and applying findings from data.
All authors have participated in designing, executing, data analysis and writing of the manuscript.
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Finally, it is important to note that none of the aforementioned related work clearly addresses the problem of applying a data-aware optimization methodology when executing data-intensive bioinformatics workflows in hybrid cloud environments.
First, it adopts an I/O centric architecture to execute data transfer tasks.
Within this schema, it is possible to execute data acquisition and processing applications in an adaptive way.
Well executed data management requires business organization changes that ensure a dedicate staff whose sole focus is managing data well thus ensuring that the data advantage is always available.
Thus, the already deployed Wi-Fi access points (APs) become a natural solution for the operators to execute data offloading.
The role of the 'data mining' module was to execute data clustering and to calculate outliers that will be described later.
This last orientation is consistent with cloud computing paradigms, which are expected to enable firm to execute data transactions along their value added activities [7].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com