In this, we tackle the problem of the existence of solutions for recursive systems of Horn clauses with second-order variables interpreted as integer relations, and harnessed by quantifier-free difference bounds arithmetic. We start by proving the decidability of the problem “does the system have a solution ?” for a simple class of Horn systems with one second-order variable and one non-linear recursive rule. The proof relies on a construction of a tree automaton recognizing all cycles in the weighted graph corresponding to every unfolding tree of the Horn system. We constrain the tree to recognize only cycles of negative weight by adding a Presburger formula that harnesses the number of times each rule is fired, and reduce our problem to the universality of a Presburger-constrained tree automaton. We studied the complexity of this problem and found it to be in NEXPtime with an EXPtime-hard lower bound. Second, we drop the univariate restriction and consider multivariate second-order Horn systems with a structural restriction, called flatness. This more general class of Horn systems is found to be decidable, within the same complexity bounds. Finally, we encode the reachability problem for Alternating Branching Vector Addition Systems (ABVASS) using Horn systems and prove that, for flat ABVASS, this problem is in co-NEXPtime. Link: http://fr.arxiv.org/abs/1503.00258