We used the second level data provided by CDAAC 'ionprf' files containing information about ionospheric electron density profiles.
Compared to the uniprocessor version, the parallel version exerts significantly less pressure on the memory hierarchy, with the exception of having a much larger first level data working set.
Since the above three versions of the embedded document storage differentiate the data into hour, minute and seconds, therefore before going to present the Mongoose schema, the first step is to separate the hourly, minute and second level data from the heart rate sensor payload.
In the first level, Data Collection and Preprocessing, there are two modules: network generator and omics data integration.
On the second level (data interoperability/integration), the Clinical Data Integration Model CDIMM) [ 29] presents the data view, enabling access to the data in different databases.
The second level data quality check is carried out at this stage on a half yearly basis, where simple frequencies are taken to find artifacts.
A thoroughly Bayesian GO term inference should, however, consider the uncertainties about gene importance which we get from first level data analysis.
Essential information from first level data analysis about the degree of believe we should have about gene activity gets thus removed.
Data have been matched with maps at the second administrative unit level in most cases (i.e., municipality level or similar), except for Colombia, Suriname, and Ecuador where only the first level data on administrative boundaries were available (departmental).
For typical datasets, the overall time required for first level data analysis and the proposed Bayesian GO term inference will be around 1 h run time on a conventional personal computer, which clearly demonstrates the feasibility of the approach.
