It is a tradition to use eggs when making ice cream. Since they act as an emulsifier, binding the cream with other ingredients to create a thick texture. However, most ice creams today don’t use eggs. And those containing eggs are known as frozen custards.  Found a blog from Serious Eats that talks about using eggs in ice cream.