Charlie horses!!

Anyone else experiencing Charlie horses when they wake up and automatically stretch? I get them almost every morning in my calves and what a way to be woken up!  Any suggestions to make them stop? I thought I was drinking enough water (about 8-10 cups a day) but I could be wrong.