[julienchastang]

Exactly. Move your computation to the data instead of the other way around. At that point, there are many ways to keep costs down such as using spot instances and tearing down VMs when your analysis is over.

[gigatexal]

And you get to rent the latest hardware than use likely old machines ... I mean you use the existing machines as dumb terminals but still