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Thus, it is more beneficial to perform many query reoptimizations to keep the data processing cost as low as possible.
The reason behind that phenomenon is the following: as the per-tuple filter processing cost increases, the data processing cost dominates over the runtime overhead.
That above further support our intuition that although the data processing cost decreases when employing a small-sized profile window during the monitoring phase of an AQP technique, the reoptimization overhead outbalances the potential benefits of the lower cost plans.
The data processing cost was lowest for questionnaire data, at less than half the cost of the other two methods (Table 2).
The inclinometer method was the most costly when only the data collection phase was considered, while the observation method was the most costly when only the data processing cost was considered.
Similar(55)
First, as recently reported in this newspaper, the cost of millions of short reads of one cell by a gene sequencing machine is dwarfed by the data processing costs to turn them into a single usable three-billion-base-pair digital representation of a genome.
Further, at large sample sizes, the data processing costs can become so large for the observation method that inclinometer data becomes more cost effective.
In this case, the costs for collecting the raw data have already been accounted for by the original study, so only the data processing costs need be considered when selecting a method.
The higher data processing cost demonstrated in this study for observation measurements compared to inclinometer measurements indicates that larger samples would favour the inclinometer method.
All four data processing cost components included in the proposed model (Eq. 1) lend to differentiating between the relative cost efficiencies of the different measurement methods; the simplification of the model to exclude any of these components would thus give an incomplete picture of costs and limit good decision making.
(8) C m = Č A + Č R + Č E + Č S + C ˙ T + C ˙ V + C ˙ H + C ˙ R + C ˙ D + C ˙ M The total data processing costs for each of the three measurement methods utilized in the current study are presented in Table 2.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com