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The cluster could process 120 simulation executions in parallel, vastly reducing the time required to carry out experimentation, with most experiments performed within 24 hours.
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Fortunately, the potential parallelism of emotional processes permits their execution in parallel, hence enabling the computing power to tackle the complex dynamic problems.
Key features of this paper are the use of the domain decomposition and encapsulated message passing to enable execution in parallel.
In-order execution constrains the set of instructions that can be executed in parallel so a less sophisticated decode stage is sufficient to feed the execution stage.
At the executeCalculation method the scientist must provide the different parameter sets, the method name that should be executed in parallel, and whether this method should be blocked (synchronous) until the parallel execution in the cloud is finished.
These instructions could be scheduled to execute in parallel, but a modern CPU has a limited number of functional units, therefore limiting the amount of parallel execution.
Two performance measures are defined for evaluating the parallel computing performance, speedup S p and efficiency E p, as follows: S_{p} = T_{1} /T_{p} (3) E_{p} = S_{p} /p (4 where T 1 is the execution time for serial processing under a single core environment; and T p is the execution time in parallel with p cores.
Most existing parallel execution services support homogeneous parallelization (execute code in parallel within one PSE type), while our CEF can be used in a heterogeneous environment, as well.
The CEF supports parallel code execution on the level of executing methods in parallel with different parameter sets.
After clicking the run button, if PsN and Pirana are set up correctly, a console window will open with the following message: Starting 1 NONMEM executions. 1 in parallel.
The stream computing implements an implicit concurrent program execution in massively parallel architecture applying, for exam- ple, OpenCL runtime.
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