Designing Edge-Failure Resilient Networks in the Hose Model ANUPAM GUPTA Network design in the "hose model" involves specifying, for each terminal in the proposed network, upper bounds on the traffic that terminal takes part in. Given these thresholds, the objective is to design a network such that _any_ traffic pattern between the terminals that respects the given thresholds can be routed. We study how to design such networks that are resilient under a bounded number of edge failures. In particular, our goal is not only to design a "base" network, but also extra "backup" capacity; in the event of an edge failing in the base network, this backup capacity can be used to reroute the traffic between the ends of the failed edge. Since the problem is NP-hard, we give the first heuristics for the problem with provable guarantees on the cost of the solutions obtained. While designing the base network can be done by a simple randomized algorithm, finding good backup networks involves solving a linear programming relaxation of the problem, and the rounding the solution iteratively. The talk is based on joint work with Chandra Chekuri (Bell Labs), Amit Kumar (IIT Delhi), Seffi Naor and Danny Raz (Technion), and Tim Roughgarden (UC Berkeley).