“…Earthquake early warning (EEW) systems are essential in mitigating seismic hazard by issuing warnings prior to the arrival of strong ground shaking during an earthquake� Many of the currently operating EEW systems work on the basis of magnitude-amplitude/frequency scaling for a point source, which is invalid for magnitude estimation of M >7�5 earthquakes� This issue is particularly highlighted in EEW performance of the M9�0 Tohoku-Oki earthquake (Hoshiba et al, 2011)� Failing to take into account the finite rupture propagation, the magnitude estimated by the Japanese EEW system saturated at M8�1� The Japanese Meteorological Agency (JMA) issued warnings of strong seismic intensity only for the Tohoku region� However, the Kanto region experienced much larger ground motions than that predicted by JMA� The example of the Tohoku-Oki earthquake demonstrates the need for characterizing the finite fault dimension in real time for EEW systems of large earthquakes to be successful� Among the ongoing efforts to determine the finite fault extent in real time, GPS approaches provide more reliable static displacements and thus, magnitude, than do seismic methods (Colombelli et al, 2013)� The FinDer approach is also proposed to determine linear fault geometry based on the amplitude difference in near/far field seismic waveform, provided dense station coverage� Alternatively, we explore the concept of imaging the rupture process of large earthquakes in real time using clusters of dense seismic arrays located near an active fault� Back tracing the waveforms of earthquakes recorded by such arrays allows the estimation of the rupture directivity, size, duration, speed, and segmentation, which enables the EEW of M>6 earthquakes� The principle is analogous to the location and tracking of moving sources by antennas in a variety of military and civilian applications� Figure 2�34�1 illustrates the concept of seismic array processing for EEW� Strong, high-frequency (HF) seismic waves usually radiate from the rupture front� Tracking the source of the HF seismic waves during large earthquakes recovers the movement of the rupture front� The trajectory of the rupture front marks the fault extent involved in the earthquake�…”