I have a web role in a cloud service with 2 instances.
I have a function that creates files in one instance and switches to the other mid-function, causing 404 errors because it can't find the files.
In Azure Web Apps, there is a setting in the Azure Portal to turn ARR Affinity on or off. I don't see anything like that in Azure Cloud Services.