1. A method comprising: receiving, by a computing device, messages from sensors deployed around a network, each of the messages reporting a respective flow captured by a reporting sensor from the sensors; identifying flows reported in the messages; for each of the flows, generating a respective list of sensors that reported that flow; and based on the respective list of sensors, inferring at least one of a respective placement of the sensors within the network and a topology of the sensors.