Backup of cpmdata may fail after migration upgrade with the The volume does not exist error

Backup of cpmdata may fail after migration/upgrade with the "The volume '....' does not exist" error

Backup of cpmdata may fail after migration/upgrade with the "The volume '....' does not exist" error:
Error - snapshot of independent volume vol-0123456789abcdef failed to start. Reason: The volume 'vol-0123456789abcdef' does not exist

This error may happen when the cpmdata volume was created from a snapshot, instead of re-using the cpmdata volume of the previous CPM instance.
The cpmdata policy will self-adjust itself to the new volume's volume ID after the first failure, printing this message in the Backup Log:
Info - Change in data volume Id detected: was fixed for next cpmdata backup