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In the current study the data processing was not optimized for computational efficiency and had a relatively long computation time with an average duration of 15.4 seconds per B-scan consisting of 2200 A-scans on a computer system equipped with an Intel Xeon W3680 hexa-core processor @ 3.33 GHz and 18 GB of RAM.
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The integer format generally used to save storage space and to conduct onboard instrument data processing is not amenable to simple visual examination.
The details of the data processing are not given here, since σ2 is simply used as an index of turbulence for the present purpose.
This aspect of big data processing is not considered a major problem anymore, due to the availability of multi-core processors, GPU computing, in-memory computing, main memory database systems, and the widespread provisioning of high-performance data centers.
On the other hand, the existing shaft-like network structure with centralized data processing is not suitable for flexible and diverse VANET Internet services, which undoubtedly restricts the service provisioning ability of the VMesh network.
Therefore, expensive data acquisition or any further data processing is not required to interpret the signal.
Nevertheless, with certain tasks, such as indexation for SRS, chunk decomposition of data processing is not feasible, or difficult to perform.
This step in data processing is not only critical for database searches, but also reduces the redundancy of a peak table prior to multivariate statistics.
It may be that the improvements in data quality gained from a highly time-consuming data processing are not worthwhile; however, the impact on the precision of the exposure variables would need to be considered in light of the aims of a particular study.
"We sometimes explain the concept to people and they come back to us and say 'oh, that's basically like IFTTT for data processing isn't it?'.
Similar data pre-processing was not required for metabolite levels as they had been quantified absolutely for each extract.
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