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We found that when an application is developed in the MapReduce programming model to be executed in the experimental CCP, the performance on the experiment is determined by two main performance concepts; Time behavior and Resource utilization.
To summarize, when an application is developed by means of MapReduce framework and is executed in the experimental cluster, the factors job processing time, job turn around, and hard disk bytes written, must be taken into account in order to improve the performance of the BDA.
A Collaborative Care program will be executed in the experimental condition, whereas the control condition will continue to deliver Care as Usual (CAU).
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Sample preparation and experimental parameters for the NMR screening were executed in the same manner as described previously [6].
Both were duly executed in the summer of 1535.
Six studies were executed in the USA.
Each stage was executed in the US and UK.
Calculations were executed in the Diversity R package [ 31].
The Hadoop benchmarks were executed in different experimental setups, by varying the number of containers against the number of virtual machines.
The workflows are executed on the experimental hybrid DG/cloud infrastructure.
ADP and CS designed and executed all the experimental procedures and wrote the manuscript.
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