After the 2004 Indian Ocean tsunami, the National Oceanic and Atmospheric Administration (NOAA) added to its tsunami sensors so they now ring most of the Pacific Ocean. As a result, Hawaii was warned about the recent Japan tsunami 7 hours before it reached them.
Sensors are also in the Atlantic. It's highly unlikely one will happen there -- but one possible scenario could dwarf what happened in Japan.