Mechanisms to transfer and hold data from across cohorts and other partners will include the identification of agreed data sets, specifications for the data warehouse, data validation, cleaning and harmonization procedures, and the establishment of robust data security mechanisms.
Chemical data that is stored using the datasheet XML format, with embedded SketchEl molecules, conforms to a very well defined, easy to implement core specification for data purity.
In this article a layered ground model specification for data warehouses and OLAP system is presented that is based explicitly on the fundamental idea of separating input from operational databases from output to OLAP systems.
For example, the architectural design of the IEMS can adopt the ORCHESTRA Architecture Reference Model (OA-RM) [36] based approach in a cloud environment as it can provide a useful specification for data and service interoperability in a distributed environment using both ISO, OGC and web service standards.
Eighty CDEs, conforming to the ISO-11179 specification for data elements constitute XML tags used in the TMA data exchange specification.
For example, establishing common, uniform vocabularies and ontologies can aid standardization; however, enforcement may require providing informatics tools that support vocabulary specification for data entry.
Most efforts that create an XML specification for data domains (such as gene expression data), will also produce a formal document for the metadata (XML tags) included in the specification.
This standard has two parts in which one part defines necessary specifications for low data rate (LR) WPANs [13] and the other part for HR WPANs.
At a time when many of the capabilities to realize Fuller's specifications for big data have matured, I investigate whether comprehensive design as framed by Fuller's method shows promise as a trend enabling ecologically sustainable innovations.
