I shall endeavour to explain AWS and Azure. (any courteous corrections are gratefully received)
Azure is a monthly subscription service with monthly fees.
AWS, when you launch an Instance, you incur a fee. When launching an instance, you specify an AMI (machine Image) to load on it. That means:
The Preparation of the Instance, also known as the Virtual Machine, occurs on AWS time. Hardware testing, drive formatting, and allocation.
Installing the OS/AMI is at your leisure. Thus, you select Ubuntu or Suse, the OS installation is on your dial, and AWS completes Linux instances per minute.
Yet?
Most AWS instances are now supported by NVMe. I have seen that some cloud companies utilise HDD storage. NVMe is far faster than the fastest SSD, exceeding 2.5Gbit per second. The AWS network is also sufficiently extensive to enable this I assume a m5+ instance above).
Therefore, the OS installation (which shouldn't be too large), your customizations (or have these in an AMI), and bootup should be your primary bottlenecks.
Obviously, your mileage may vary, but if your boot time is 5 to 10 minutes, it may be worthwhile to investigate why.
Also, there is Lambda, which does not charge for Bootup if you are only performing processing.
Accordingly Amz publication
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