I'm using Azure REST API to create, deploy and start a Cloud Service (classic) (cspkg hosted in Azure Storage) with hundreds of instances. I'm noticing that time Azure takes to provision and start the requested instances is really heterogeneous. First instances might start in 6-7 minutes but last ones might take up to 15-20 minutes, about 10 minutes longer than first ones. So my questions are:
Is this the expected behaviour? If so, what's the logic behind this? Could I do anything to speed things up?
How is Azure billing this? Is it counting the total count of instances since the very initial time when Cloud Service is deployed? or is it taking into account the specific timing on each individual instance?
UPDATE: I've been testing more scenarios and I've found a puzzling surprise. If I replace all the processes that my Cloud Service instances should run by a simple wait for some minutes (run .bat file with timeout command) then all the instances start almost at the same time (about 15 seconds between fastest and slowest instance). It was not just luck and random behaviour, I've proved that this behavior is repeatable and I can't even try to explain the root reason.