Architecture Data Flow
Schema showing the different STEPS of the application flow - with the data involved at each step
DataApp Flow
Steps descriptions
Describe the data and process involved at each step
ML App
Description
What does it do ?
Tools
The tool used
Access rights
Is there any credentials used ? Where are they stored ?
Validation process
How to validate that this output match business expectations
Configuration
which kind of information or configuration this step uses ?
Source locations
Where is the data coming from ?
Source formats
The format of the source datasets
Destination locations
Where is the data stored ?
Destination formats
The format of the data output
Sizing
Expected data volume
Scheduling
Is there an automatic schedule ? At what frequency ? What is the trigger ?
Timing
The average time expected for :
- full process
- incremental process
Criticality
High / Medium / Low
Logging
Logging location
Other Step ?
Same again !