Half of Snowball Bush Not Blooming

I planted a new snowball bush 3 years ago and get heavy blooms on only 1/2 of the bush. The other 1/2 of the bush looks healthy, but there are no blooms on it. What might be causing this? I had a snowball bush in same spot previously that was 12 years old and it froze out over severe winter cold.