Teradata Labs

You can manage database workload performance, execute advanced time series analysis, and build predictive models. Capabilities include session monitoring, resource utilization tracking, signal processing, and deploying statistical models like linear regression or decision trees directly within the database environment.

These functions are designed for database administrators, data engineers, and data scientists working within Teradata Vantage environments. They enable technical teams to perform in-database feature engineering, model evaluation, and system performance tuning without moving large datasets to external processing environments.

These functions require an active Teradata Vantage instance with ClearScape Analytics enabled. Users must have appropriate database permissions to execute UAF functions and manage workload definitions, as these operations interact directly with the database engine and system resource management layers.