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Investigating the impacts of horizontal well parameters on the outflow using repetitive runs of reservoir flow simulation would involve enormous computation time for evaluating possible well placement scenarios.
Volume image registration remains one of the best candidates for Graphics Processing Unit (GPU) acceleration because of its enormous computation time and plentiful data-level parallelism.
Other methods based on cluster such as K-means have a similar problem and cost enormous computation time because of the need of calculation over the whole sample set, which makes it unrealistic for the real-time detection [30].
However, the rash combination of CFD and the optimization technique based on gradients of the cost function requires enormous computation time when the number of design variables is large.
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However, it is known that the volume of data obtained, can be enormous and the computation time to process it, a heavy task.
ChIPMunk is an iterative algorithm which can process up to tens of thousands of sequences but with enormous computation at the same time.
These techniques are only possible, first, because the requisite imagery has been captured from the stream in the first place (an advance in image sensor and RAM speed), and second, because companies developed highly efficient algorithms to perform these calculations, trained on enormous data sets and immense amounts of computation time.
However, it needs enormous computation and therefore is inappropriate for real-time applications.
Because the number of short sequences is enormous, it is difficult to ensure finding all genome positions of 1-mismatches in a practical computation time.
These PSD based methods have the enormous advantage that if for example the signal to assess results from a finite element method based vibration analysis, the computation time of the simulation of PSDs in the frequency domain outmatches by far the simulation of time signals in the time domain.
Algorithm computation time.
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