Test Data Generation Subsetting and Anonymization

Session Abstract

In most cases, developers need production-related data to test their applications. This ranges from a subset of the available data to complete extraction of the production database into a development or test database.

To fulfill the company’s security requirements, this data usually has to be anonymized.

This presentation presents possible ways of generating (synthetic) test data with the help of external sources or AI. In addition, the efficient cloning of production databases and data anonymization will be discussed.

In this presentation, I will talk about features like Data Masking and Subsetting, Data Redaction, and the usage of the AI features of Oracle Autonomous databases.

For the DBAs, I will show different efficient ways to move data between prod and non-prod.

In the end, both sites, developers, and DBAs, know the requirements of each data and how to realize them.

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