Hello Jean-Loup,
First off, have you checked your error log? Do you see anything to do with the random drops, or is it purely a connection issue?
If it is purely a connection issue I'd recommend reporting this issue to GitHub:
https://github.com/MicrosoftDocs/azure-docs/issues
Also, to create an Azure Support ticket:
If this is helpful please accept answer.