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With growing concerns about the carbon footprint of computers – computers currently produce 2 3% of greenhouse gas emissions related to human activities – there is ever greater interest in power conservation and efficient use of computational resources.
Moreover, it explores a range of scenarios, with the objective to determine the best meteorologic conditions for soil property retrieval and hence the most efficient use of computational resources when applying the methodology at large scales.
The pipeline makes efficient use of computational resources by making sure tasks are parallelized whenever possible.
It is a cascade architecture that progressively uses more computationally intensive alignment algorithms on the reduced subset of probes unaligned in the previous step, making efficient use of computational resources.
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Computations have demonstrated that the platform heterogeneity, allowing a very efficient use of the computational resources, can be considered a key feature for sustaining large computational loads.
Computational systems biology increasingly relies on the heavy use of computational resources to improve the understanding of the complexity underlying cell biology.
The proposed techniques are designed to accomplish optimized performance according to certain features and requirements dictated by the investigated problems, thus making efficient use of the available computational resources.
Nevertheless, the one-class SVM was more efficient in terms of computational resources usage.
In predominant hydropower systems, as in Brazil, this computational tool is very useful for the efficient use of hydro resources, for which every tenth of a percentage increase in the energy conversion efficiency is welcome.
This consolidation brings efficient use of hardware resources and flexible resource provisioning to each computing environment [ 1].
This can hardly be construed as an efficient use of public resources.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com