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These two methods differ considerable in terms of computational resource and hence, the time needed for a prediction.
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The key concept addressed is the dynamic computation of the system capacity in terms of computational resources and the management of the requests that exceed the system capacity.
In general, injection is not demanding in terms of computational resources.
Nevertheless, the one-class SVM was more efficient in terms of computational resources usage.
Experiments indicate the effectiveness of this approach in terms of computational resources and solution quality.
The multiple scales dramatically increase the requirements, in terms of computational resources, because of the need of performing large scale simulations with the proper small-scales resolution.
The results were compared with a MoM numerical tool, with good agreement and a significant better performance in terms of computational resources.
Apart from decidability, another important feature of KR formalisms is tractability, that is how expensive the reasoning tasks are in terms of computational resources, e.g. performance time.
It has been found that the fine network approach (FNA) is inadequate to simulate evacuation of large complex buildings on a normal PC in terms of computational resources.
Here quantitative parametric models are not only less expensive in terms of computational resources, they also resolve the magnetic field geometry in sufficient detail to study cosmic ray orbit connectivity.
Although this method has proved to be extremely advantageous in terms of computational resources – as a matter of fact it is able to simulate in a time-dependent fashion many-body systems on relatively small machines – the Wigner kernel can represent the bottleneck of simulations of certain systems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com