dual AS graph features AS hop count = #sessions in a path easy to compare with AS hops If necessary, add: 0-AS & AS-0 for traffic origination/termination adds rigidity to the graph constrain path by continuity and direction like differential equation, but more choice at each step path continuation non-unique general case: nodes: AS n-tuples, links: n+1-tuples