What you're looking for is xPUD; a distro with the tagline: "The shortest path to the cloud". It has a very fast boot time, its main component is an Internet browser, it has quite a small form factor and it can be installed from Windows.
Note that you can't (easily) use it for much beyond web browsing, though.