Researchers working on "Project Natick" tested a prototype vessel on the ocean floor about a kilometer off the US Pacific Coast for about four months last year.
The vessel was named after a "Leona Philpot" character in popular Xbox video game franchise 'Halo.'
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"A wild ocean adventure turned out to be a regular day at the office."
A diver went down monthly to check on the vessel, otherwise the research team remained in contact remotely.
Data from the experiment was still being analyzed but preliminary results appear promising, according to Microsoft.
"This is speculative technology, in the sense that if it turns out to be a good idea, it will instantly change the economics of this business," Whitaker said.
The Natick mission is to build and operate an underwater datacenter.
With about half of the world's population living near large bodies of water and a shift to accessing software hosted in the Internet cloud, having datacenters submerged nearby could save money and speed up access to information, Microsoft reasoned.
Currents or tides can be tapped to generate electricity to power datacenters, and the cold depths provide natural cooling.
"Deepwater deployment offers ready access to cooling, renewable power sources, and a controlled environment," Whitaker said.
The next phase of Project Natick is being planned and may include a bigger vessel with 20 times the computing power than the original, which is back at the Microsoft headquarters in Redmond, Washington.
Microsoft last week reported earnings that surpassed Wall Street expectations with a winning shift into the Internet cloud.
Microsoft made a profit of $5 billion on $23.8 billion in revenue in the final three months of last year.
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