Where does all the computer power go?

According to the New York Times, the U.S. Department of Defense now operates "15,000 networks and 7 million computing devices in dozens of countries". While a lot, probably the majority of these 7 million computing devices are personal computers or their equivalent in power, some are undoubtedly large scale machines. That is a lot of computer power!