Not a fan of this idea at all. It's impossible to cool processors without noise and noise carries itself further underwater. If you care about things like acoustic wildlife, such as dolphins and whales, it kind of sucks. But it's clear the USA is not able to compete at this time either.
Datacentre off Shanghai coast uses less power and water than land-based equivalent