Before revision:  And by counting the days with random failures in  previous five days, an early single is implemented to successfully warn more than half  crash days, especially those consecutive ones at early phase.
After revision:  And by counting the days with random failures in previous five days, an early single is implemented to successfully warn more than half crash days, especially consecutive days in the early phase.