Data Cleaning

Background

RogueDB provides a comprehensive list of data cleaning functionality through the native programming language API. This allows customers to leverage out of the box functionality without the overhead of maintaining equivalent source code, additional compute resources, and managing the manipulation of the data. This includes common interpolation, aggregation, and missing data functions.

Design

Techniques are leveraged to distribute the required computations to utilize all available hardware resources via dynamic programming. Internal benchmarks and validation testing ensure efficient and reliable execution. The ability to run server side reduces overhead costs of transmission and allocation of external resources.

Dedicated Plans

All dedicated plans are compatible with the data cleaning features for an additional charge. There are no limits associated to the utilization of the server side functionality.

Shared Plans

All shared plans are compatible with the data cleaning features for an additional charge. Utilization of the functionality does count against operation throughput limits.