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Computer users may be driven to distraction by pop-up ads, some pornographic, or find that their PC's become sluggish, laboring under the computing burden of the unwanted programs.
In compensation of sub-optimality, the computing burden is lighten and robustness to energy shortage enhanced.
Cloud server first constructs the index and SRL using the metadata set provided by data owner, thus reduce the computing burden on owner, e.g. index creating.
This increases the computing burden and uncertainty of implementation for WGP.
To reduce the computing burden of the PEV calculation, the efficient genomic recursion algorithms proposed by Misztal et al. [ 13] could be applied but this requires further investigation.
In contrast, the computing burden of the bootstrap-resampling method is heavier than that of the approximate unconditional method (e.g., see the last two columns in Table 3).> In this article, we concentrate on a three-arm non-inferiority trial with binary endpoints in which the marginal is defined as a fraction of the unknown difference in response probabilities between reference and placebo.
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(In general, if we do not have a specific CES level, we can simply use an upper bound B = 10000 calculated based on the 95% normally approximated binomial confidence interval. Then, the related computing burden is still practically feasible).
For the sake of reducing the computational burden, we pre-computed and pre-ordered the individual fluorescence contributions from all synapses for each voxel.
A key point is that the non-intrusive nature of such an approach facilitates the use of High Performance Computing (HPC) to alleviate the computational burden of the problem.
The main disadvantage of DL is the computational burden due to several iterations for computing the singular value decomposition.
If this is the case, prediction using representative probes would be less expensive and computing burden would be lessened because generating a kernel matrix is potentially time-consuming.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com