Table 2 FedDMV Steps vs. TRDb steps
From: A comprehensive model for management and validation of federal big data analytical systems
Process/Step | FedDMV | TRDb |
|---|---|---|
Standards Creation | Standards are created based on the data streams and the data sources. All standards are saved in a knowledge base. | Lookups created based on informal conversations with federal employees |
Data Management | Automated data management using a software tool. | Manual migrations (Excel and SSIS) |
Data Validation | Using an automated Association Rules Driven approach to validate the data extensively. | Manual data validation and verifications practices |
FedDMV Tool Development and Testing | A tool that gives federal employees access to the system through a GUI. | No such tool available |
Data Security and Federal Restrictions Deployment | Well documented security and privacy routines. | Routines created as required |