Publications

Do you see me now? Sparsity in passive observations of address liveness

Abstract

Accurate information about address and block usage in the Internet has many applications in planning address allocation, topology studies, and simulations. Prior studies used active probing, sometimes augmented with passive observation, to study macroscopic phenomena, such as the overall usage of the IPv4 address space. This paper instead studies the completeness of passive sources: how well they can observe microscopic phenomena such as address usage within a given network. We define sparsity as the limitation of a given monitor to see a target, and we quantify the effects of interest, temporal, and coverage sparsity. To study sparsity, we introduce inverted analysis, a novel approach that uses complete passive observations of a few end networks (three campus networks in our case) to infer what of these networks would be seen by millions of virtual monitors near their traffic's destinations …

Date
June 21, 2017
Authors
Jelena Mirkovic, Genevieve Bartlett, John Heidemann, Hao Shi, Xiyue Deng
Conference
2017 Network Traffic Measurement and Analysis Conference (TMA)
Pages
1-9
Publisher
IEEE