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The system maintains a central registry of experiments and provides a reliable mechanism for storing the data and metadata at the various storage layers of the LCLS computing infrastructure.
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The OpenFlu database (OpenFluDB) was developed with a goal to collect viral sequences, as well as their detailed clinical and epidemiological metadata at the isolate level from all over the world, to annotate and to serve all these data back to the scientific community together with both sequence and epidemiological data mining tools.
Consequently, for simplicity, WholeCellSimDB stores option and parameter values and all other metadata at the simulation batch level.
Here we introduce a new tool called "MetaRNA-Seq" to interactively browse, search, and annotate RNA-Seq metadata at the study level.
As a first step, you can see from the JSON above that there is quite a bit of metadata at the root of the response which we are not really interested in for the purposes of this exercise.
Another approach consists in producing metadata at the sources to indicate when the produced elements can be safely processed without incurring the risk of late arrival of further out of order elements.
Metadata at the "layer level" contains a link to the original data source.
Available metadata at the "feature level" include many more parameters beyond those shown in Figure 6.
The presented results show that this proposed approach outperformed the approach employed at the WLCG and following this work the new approach has been adopted by the WLCG and it has been used for collecting, storing, and analysing metadata at CERN since April 2015 [6].
To achieve this, the DCCs of the ENCODE and modENCODE projects worked closely with the data providers, developing guidelines and stipulating the metadata required at the point of data submission by participating labs (14).
Metadata collected at the time of sampling included various demographics and a medication history for each patient (Supplementary Tables S1 and S2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com