What to do against Factions?

Im just a beginner and the biggest problem I'm facing are factions. They tend to get so big, that I cant controle them. I am trying to kill/imprison them but this doesnt work out well.

If I try to fight them they usually are a big part of my empire so they tend to have big armies.

Any tips and tricks?