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The Pipeline server saves the paused workflow status into its persistent database so users can disconnect from the server and later retrieve and explore the state of the workflow.
Pipeline restarts are also facilitated by the persistent database, as it records both success and failure using job exit codes.
Additionally, COSMOS' persistent database and Web front end allow rapid diagnosis of errors in data input or workflow execution (see Supplementary Table S1 for a detailed feature comparison).
Proponents of hormesis have attempted a scientific characterization of hormesis through a battery of ad hoc methodologies using unvalidated criteria and other mechanisms for persistent database searches rather than through de novo hypothesis testing specific for hormesis.
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Whilst previous reconstructions had defined entities using subjective names, which lacked precision and resulted in ambiguities, Yeast 1.0 directly referenced chemical and protein descriptions to persistent databases or used standardised, database-independent, computer-readable representations.
The work of Herrgård et al. [ 9] focused on combining existing yeast models into one consensus reconstruction and published a SBML compliant model where they laid special emphasis on referencing model components to persistent databases or using database-independent annotations, such as SMILES [ 18] or InChI [ 19] strings.
For handling and storing the ODDs, which were introduced in Section 3, a persistent, flexible, and efficient database technology is required.
The objects are transformed to the database through persistent commands, and after a commitment, they are saved to a hard file on a disk.
Each class shown in the model is persistent and realizes a database entity (i.e. a table).
We have previously drawn attention to the data-generating mechanisms of overall monthly mortality series, at the aggregate level, from a bi-national intensive-care (ICU) database, where persistent autocorrelation (to lag24) was evident in a seasonal ARIMA (auto-regressive integrated moving average) model of the mortality series [ 19].
However, in order to preserve data integrity and data confidentiality, the reengineering process must guarantee that different tenants allocated to the same application instance cannot access one another's data, including both persistent values stored in databases and transient values created during calculations.
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