AFAIK, it is not possible to edit or change the Azure provided DNS settings, unless you set your own DNS servers and suffix.
The cloudapp.net DNS zone is Azure-managed and the Azure-created DNS suffix can't be modified.
I will also suggest you raise a support case with Microsoft in case it impacts your code and apps.
Hope this helps.
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