Monthly monitoring of the data volume used in Qlik Cloud (Data for Analysis) is essential when using a capacity-based subscription.
This data is accessible in the Qlik Cloud Administration Center Home section:
For an overview of how the Data for Analysis is calculated, see Understanding the subscription value meters | Data for Analysis; its calculation considers the size of all resources on each day, and the day with the maximum size is treated as the high-water mark, which is then used for billing purposes.
However, you may sometimes notice that the usage does not decrease as expected, even after reducing your app data. In such cases, it is recommended to review unused or rarely reloaded apps, as the previous app reload size may still be used for the calculation.
Resolution
To review the detailed usage, you can use a Consumption Report.
Review your data usage on the Data for Analysis sheet.
If you observe unexpected usage in apps, such as apps with reload infrequently, the is possible that the size is carried over from the previous reload.
To prevent the previous reload size from being carried over into the following month in similar use cases (specifically for apps that are not actively in use), a possible workaround is to reload apps using small dummy data to update the previous reload size of the apps.
Note that while offloading QVD files to, for example, S3 incurs no cost, any subsequent reload of those QVDs into Qlik Cloud will be counted toward Data for Analysis. Users should carefully evaluate whether this approach is beneficial.
Cause
Example case:
Extract external data into an app during reload.
Store the data as QVD files, and save the files outside Qlik Cloud (such as AWS S3).
Drop the source tables from the data model at the end of the script.
Reload completes; the final data model contains no tables.
The app is reloaded only once a month (or even less frequently) for the purpose of creating QVD files. At the end of the script, all tables are dropped, and the final app size is empty.
In this scenario, the usage of Data for Analysis won't be reset in the following month since it takes into consideration the size of loading the app. Therefore, the loading size continues to be charged in the next month as a previous reload.