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Ideally, a benchmarking study should make publicly available all benchmarking data and code necessary to process data and reproduce results21.
In normal benchmarking scenarios, once Huawei's software recognizes a benchmarking application, it intelligently adapts to "Performance Mode" and delivers optimum performance.
To this end, we benchmarked the six aggregative variant association tests using the benchmarking pipeline from Yandell et al. 2011.
Scripts available via such interfaces can also be used to reproduce the results and figures of benchmarking studies, ultimately increasing the transparency and computational reproducibility of benchmarking studies28.
Forty-four percent of surveyed benchmarking studies performed parameter optimization (see Table 2).
We provide a template of a benchmarking spreadsheet in Supplementary Table 1.
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In numerous domains of modern biology, recommendations to create benchmarking studies have yet to be adopted by the community.
The quality of a benchmarking study typically increases with the number of computational tools assessed and consistency of assessment protocol.
As a result, the efficiency of the SRBE is demonstrated by a benchmarking automotive body.
The objective of this paper is to provide a systematic approach for benchmarking service process.
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