Any difference in meaning/usage between the phrases "from now on" and "as of now"?

Is there a particular difference in meaning or usage between the phrases "as of now" and "from now on"? Could it be said that the first is more formal or is there more to this?

Also, could these two be replaced with "going forward" in all contexts of use?