Unless you are fortunate enough to have a perfect pattern with ideal placement of +PP, the route to a plentiful December in terms of snowfall for coastal SNE is positive AO/NAO with a plentiful supply of cold in Canada. Not to say there isn't risk involved with that, but there is more risk for the coast with early season coastals IMHO.
The 12/5/2003 events are not that common.