Title :
A prototype of synthetic data generator
Author :
García, D. ; Millán, M.
Abstract :
The massive and extensive use of information technologies has generated a significant increase in both data and applications to manipulate it. These applications should be tested with a enough and representative volume of data. Real-world data is generally not available for issues of confidentiality and privacy. Thus, it is necessary to have synthetic data generators for this purpose. In this paper a free software prototype (PSDG) designed by generating data is described. The prototype is capable of generating and loading synthetic data into an empty database. Shuffling, Nulling out, table-to-table synchronization techniques have been implemented in order to generate the data.
Keywords :
data handling; software prototyping; synchronisation; empty database; free software prototype; synthetic data generator; table-to-table synchronization techniques; Generators; Media; Medical diagnostic imaging; Medical services; Silicon compounds; Software; Synchronization; Data Generation; Data Privacy; Data Substitution; Synthethic Data;
Conference_Titel :
Computing Congress (CCC), 2011 6th Colombian
Conference_Location :
Manizales
Print_ISBN :
978-1-4577-0285-3
DOI :
10.1109/COLOMCC.2011.5936311