How to increase my supply?

My baby is 11 days old and seems to nurse 24/7 and gets so cranky during feedings.. I can only limp 2oz from one breast and 4 from the other and this is only like 1 or 2 times a day ! How can I increase my supply ? With my last 3 kids I had more than enough milk ...