Acknowledgments

We wish to thank Nick Duffield for discussions that contributed to the idea of the $\widehat{f}$ estimator and Ken Keys for helping us with the code of Adaptive NetFlow. We also wish to thank the anonymous reviewers whose comments helped greatly improve this paper. This work was made possible through NSF grant ANI0074004.