Hardware sizing is driven by many factors - some more easily calculated than others. Measures like data streaming frequency (the data ingestion component) and HTTP request volume (the data visualization component) are easily calculated with a few simple formulas, as seen in the next few sections.

However, sizing considerations for the data processing component of the application can depend largely on business use cases and application design.