Weighted Asynchronous Cellular Automata

We study weighted distributed systems whose behavior is described as a formal power series over a free partially commutative or trace monoid. We characterize the behavior of such systems both, in the deterministic and in the non-deterministic case. As a consequence, we obtain a particularly simple class of sequential weighted automata that have already the full expressive power.