It is failing during your maintenance windows. Not all but a good deal will. I can bet you during your "Maintenance" tonight I will have a good deal of failures.
I will get the message
An error occurred (code: 1003)
The remote server returned an error: (503) Server Unavailable.
I just checked. It happened on the 13th. Not every workstation. This also happened on local backups.