Although molecular-dynamics simulations can be parallelized effectivel
y to treat large systems (10(6)-10(8) atoms), to date the power of par
allel computers has not been harnessed to make analogous gains in time
scale. I present a simple approach for infrequent-event systems that
extends the time scale with high parallel efficiency. Integrating a re
plica of the system independently on each processor until the first tr
ansition occurs gives the correct transition-time distribution, and he
nce the correct dynamics. I obtain >90% efficiency simulating Cu(100)
surface vacancy diffusion on 15 processors.