Before revision:  We illustrate in a number of case studies the effect of heterogeneity in the behavior of systemic risk in the system .
After revision:  We illustrate in a number of case studies the effect of heterogeneity in the behavior of systemic risk in the system , i.e., the risk that several agents default simultaneously as a result of interconnections.