Agree. AWS and the likes is an awesome tool to get access to a lot of compute power quickly which is great for unexpectedly large workloads or experimenting dur

Agree. AWS and the likes is an awesome tool to get access to a lot of compute power quickly which is great for unexpectedly large workloads or experimenting during early stages. For established businesses/processes the cost of running on premises is often significantly lower. We manage about 150T of data for company on relatively inexpensive raid array + one replica + offline backup. It is accessible on our 10Gbps intranet for processing cluster, users to pull to their workstations, etc. The whole thing is running on stock HP servers for many years and never had outages beyond disks (which are in raid) predicting failure and maybe one redundant PSU failure. We did the math of replicating what we have with Amazon or Google and it would cost a fortune.