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This study describes two steps for reducing data: (1) An in-depth study of the calculation time spent on each step of the theoretical algorithm; (2) A parametric study of the influence of key signal parameters window length, number of windows and duration of the signal on the damage index calculation in order to minimize the resources needed.
For genes that are rarely used, it is relatively important to minimize the resources spent on the regulatory system, as opposed to fine-tuning the expression level and dynamical behavior, and this would tend to favor repression over activation.
How should the grid system be organized to minimize the resources required to represent location unambiguously with a given resolution?
We hoped that this would minimize the resources required for the task and enhance timeliness of our detection while at the same time yield useful information.
We take a simpler definition of the resolution (as the largest scale divided by the smallest scale the system can discriminate), assume that the grid encodes location with a restricted range, and then seek to minimize the resources (number of neurons) required to achieve a given resolution within this range.
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While not every developing technology makes it to production, companies can still minimize the resource cost of experimentation.
By using clustering we put our efforts to minimize the resource usage resources as much as possible.
They present a linear integer program to minimize the resource cost, and evaluate how the solution scales with the different problem parameters.
This section describes the OA testing matrix that provides an efficient combination of configuration parameters to minimize the resource cost from testing.
However, these methods are crafted simply to fit a solution within a feasible range and not to minimize the resource intensive maintenance process.
In [18], the authors propose a greedy algorithm that jointly optimizes the global workload assignment and the local VM allocation in order to minimize the resource cost under the response time requirements.
Related(15)
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com