The phrase 'Allah hu Akbar' has nothing to do with 'Peace' as Bush tried to sell us.
It means that their moon God is dominant. What the exact translation would be is more like, "Islam and Muslims dominate the Earth". That is really what they are saying.
"Peace" has absolutely nothing to do with it. The best historical equivalent would be as if they are yelling "Heil Hitler" in Arabic.