The gorilla in this nascent market is Google. It has been spending billions of dollars to build huge data centers, or "server farms," around the world, enabling it to run all sorts of consumer software and store enormous quantities of personal data. Combine that processing muscle with the company's dominance of web searching and advertising, and you have a juggernaut capable of redefining the software business on the media model.
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