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Identifying a potential lead molecule requires database screening, and this becomes rate-limiting once the database becomes too large.
Thus, overwhelming data flow also requires database tier to be scaled efficiently and dynamically besides other tiers in cloud platform.
The scale of experimental data requires database infrastructure to track, trace and explore all experimental data and annotations involved.
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Credential creation would be managed through scripts [like Chef or Puppet], management would ad-hoc with no record of changes, and monitoring requires database-specific plugins that are hard to install and costly to performance.
It requires databases, special software, outside consultants, labor lawyers and outplacement services.
Mirroring real-world migrations requires databases containing tens to hundreds of gigabytes of data.
The growing quantity of Complementary and Alternative Medicine literature requires databases enabled with increasingly powerful search capabilities.
As the size of the underlying unit basis increases, the size of the required database exponentially increases; this leads to a trade-off between database size and animation quality.
Geography conversion tables enable transfer of data from one set of geographical units to another, but have in the past been generated for specific projects, while their use has required database programming skills.
Together with the OO paradigm emergence, it was possible to develop applications requiring databases that could handle very complex data, that could evolve gracefully, and that could provide the high-performance dictated by interactive systems.
The "samtool" was also used to import data into Gbrowse required databases.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com