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For each database configuration scenario, upward and downward models were developed separately.
The application developer or device manufacturer chooses the set of features required for a particular application and assembles the database configuration from the modules that enable these features.
For both PTF types, validation results indicated that models derived from the database configuration mimicking random horizons missing ρb performed better than those derived from the configuration mimicking clear patterns of missing ρb measurements.
Due to the simplicity of both the database configuration and the identification procedure, the proposed methodology could be considered appropriate for online monitoring and real time smart grid applications.
The main activities for the design of a control and safety system are: system analysis, system philosophies, specification of requirements, potential system vendors, bid preparation and evaluation, input/output schedule, process interface design, staff training, hardware procurement, database configuration, application programs, tests, input/output wiring, and commissioning.
iTuned: An Auto-Tuner for Database Configuration Parameters.
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Twelve ρb PTFs were developed by combining PTF types, database configurations, and horizon limiting depths.
Multiple database configurations were used to mimic different scenarios of horizons missing ρb values: random missing (e.g., ρb sample lost in transit) and patterned or systematic missing (e.g., no ρb samples collected for horizons > 30 cm depth).
In the experiments reported on the right of the figure, there are 44 and 256 clients, respectively, in the small and in the large database configurations.
While the impact of this attack seems to be more effective in the small database than in the large database, we note that when byzantine transactions are twice the size of honest transactions (i.e., 16 operations and 64 operations in the small and large database configurations), the abort rate of honest transactions is 12% in both cases.
An initial study [ 7] suggested that the tested XML database configurations without further optimizations were not suitable as persistence mechanisms for openEHR-based systems in production if population-wide ad hoc querying was needed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com