“…Other traffic classification approaches have been proposed, including packet-based classification [19,23], clustering and machine-learning [20,24,25,30,34,42]. These approaches require transport-level statistics such as packet inter-arrival time, or volume of traffic in each direction, which our sampled Netflow records do not have.…”