The Dominance Frontier is a concept in compiler theory that identifies the set of nodes in a control flow graph where the dominance of a node ends, crucial for determining where to place phi functions in Static Single Assignment (SSA) form. It essentially marks the boundary beyond which a variable's definition no longer dominates the use, requiring a phi function to merge different definitions.