The Place of Red Execution is the location of Act 5-4, at the very top of East Tower Outer Wall -The Nails of Lukifell-, and serves as the boss arena against Bloody Malth, the leader of the Malice Four.
Ryu actually starts Act 6-1 in this area and goes left past the area he climbed out of.