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Tasks then need to be enacted on the Cloud-provisioning appropriate resources on the Cloud, uploading of executables to the Cloud along with any associated dependencies and data, the execution of the jobs and finally the staging of data back to the organisation.
For the actual execution of the jobs in the cluster, we use Hadoop's FAIR [2] scheduler in order to force the concurrent execution of jobs in the available resources (i.e., by setting the queue sizes in fair_scheduler.xml file [48]).
The first stage of FastBLAST is highly parallel and uses SunGridEngine's qmake, a variant of GNU make, to coordinate the execution of the jobs.
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Finally, the executor manages the execution of the job configuration.
Afterwards, the user starts the execution of the job via the application service's start method and the service initiates the adaptive framework.
The number of map/reduce slots of the MapReduce job essentially correspond to the VMs' processing cores that will be used for the execution of the job.
On a Pentium 4 running at 3.2 GHz with Linux, each frame took between 3 and 100 s, giving a total rendering time of about 127 min. The times for the execution of these jobs on several computers, shown in Figure 8, are measured with identical computers connected by a 100 Mbit/s local network.
We recall that we avoid the overhead of fetching the code of the task from the main memory as the code of the migrating task is already loaded on the selected cores after the execution of the first job in a selected core.
Prior to the actual execution of the MapReduce job, additional preparatory steps are required.
The second approach (setOpt = 2) is to calculate the execution time of the job when it executes on R, while considering the current processing load of the resources (i.e., considering the other jobs already executing or scheduled on R) (denoted SET j R_PL ).
It's the execution part of the job".
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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