Erlang will work spectacularly well in those scenarios and is explicitly aimed at them, definitely not just for 'distributed computing within a single machine' (which is nonsense anyway). The reason why it can't deal well with network splits is better explained by internalizing this:

http://en.wikipedia.org/wiki/CAP_theorem