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In a replicated system, the network is the bottleneck due to the high number of query servers and the continuous data interchange with the brokers.
Behind the scenes, RAPIDS is based on Apache Arrow, a columnar, in-memory data structure that delivers efficient and fast data interchange with the flexibility to support complex data models.
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The company used electronic data interchange to coordinate closely with retailers.
Application of objective criteria against which health information technology products can be evaluated to ensure compliance with data interchange standards.
If these data entry forms are poorly designed, however, issues with data interchange, standards compliance and getting data back out of the system can arise.
Indeed, the Semantic Web offers a general format for data interchange, thus providing curators with a standardized framework allowing data to be integrated and reused across disciplines.
The map coordinates were taken from KEGG Markup Language (KGML) file, which is the only well-defined data interchange format providing metabolic map with coordinates in a biology-friendly style.
Starting from 2002, the Human Proteome Organisation Proteomics Standards Initiative (HUPO-PSI) has made an effort to develop molecular interaction data standards, data interchange formats and controlled vocabularies with which to implement these standards in a consistent manner (5, 6).
The current Grape distribution uses SAMtools (Li et al., 2009), the GEM mapper (Marco-Sola et al., 2012), the Flux Capacitor (Montgomery et al., 2010) and Cufflinks (Trapnell et al., 2010), but any tool compliant with popular data interchange formats like GFF, BAM/SAM and BED can be used.
Parallel input/output (I/O) is the workhorse for all the basic data interchange of a microcontroller, including interfacing with switches, LED, displays and so on.
For data interchange, the RDF connects Web resources with specific properties which link to other resources or just literals (strings or numbers).
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CEO of Professional Science Editing for Scientists @ prosciediting.com