@kjoubert, did you find a resolution to this? Running on GD as well with WordPress Managed and having the same issue. I am able to run the backup manually to local or cloud backup, however scheduled backups are giving the PHP execution time error. (I increased the execution timeout limit, which addressed the manual backup issue).