Packet Delay Estimation That Transcends a Fundamental Accuracy Bound due to Bias in Active Measurements


IEICE TRANSACTIONS on Communications   Vol.E100-B    No.8    pp.1377-1387
Publication Date: 2017/08/01
Publicized: 2017/02/09
Online ISSN: 1745-1345
DOI: 10.1587/transcom.2016EBP3364
Type of Manuscript: PAPER
Category: Fundamental Theories for Communications
active measurement,  probe packets,  bias,  intrusiveness,  delay,  

Full Text: PDF>>
Buy this Article

For network researchers and practitioners, active measurement, in which probe packets are injected into a network, is a powerful tool to measure end-to-end delay. It is, however, suffers the intrusiveness problem, where the load of the probe traffic itself affects the network QoS. In this paper, we first demonstrate that there exists a fundamental accuracy bound of the conventional active measurement of delay. Second, to transcend that bound, we propose INTrusiveness-aware ESTimation (INTEST), an approach that compensates for the delays produced by probe packets in wired networks. Simulations of M/M/1 and MMPP/M/1 show that INTEST enables a more accurate estimation of end-to-end delay than conventional methods. Furthermore, we extend INTEST for multi-hop networks by using timestamps or multi-flow probes.