TY - GEN
T1 - Network tomography via network coding
AU - Sharma, G.
AU - Jaggi, S.
AU - Dey, B. K.
PY - 2008
Y1 - 2008
N2 - In this work we show how existing network coding algorithms can be used to perform network tomography, i.e., estimate network topology. We first examine a simple variant of the popular distributed random network codes proposed by Ho et al. [14], and show how it can enable each network node to passively estimate the network topology upstream of it at no cost to throughput. The delays introduced by each upstream node and link can also be similarly estimated. We then consider the scenario wherein an adversary hidden in the network wishes to disrupt the estimation of network topology. We show how network error-correcting codes can be used to reliably perform network tomography if the network has sufficient connectivity, and demonstrate that network tomography is impossible otherwise.
AB - In this work we show how existing network coding algorithms can be used to perform network tomography, i.e., estimate network topology. We first examine a simple variant of the popular distributed random network codes proposed by Ho et al. [14], and show how it can enable each network node to passively estimate the network topology upstream of it at no cost to throughput. The delays introduced by each upstream node and link can also be similarly estimated. We then consider the scenario wherein an adversary hidden in the network wishes to disrupt the estimation of network topology. We show how network error-correcting codes can be used to reliably perform network tomography if the network has sufficient connectivity, and demonstrate that network tomography is impossible otherwise.
KW - Byzantine adversaries
KW - Network coding
KW - Network tomography
KW - Topological identification
UR - http://www.scopus.com/inward/record.url?scp=52949130644&partnerID=8YFLogxK
U2 - 10.1109/ITA.2008.4601041
DO - 10.1109/ITA.2008.4601041
M3 - Conference contribution
AN - SCOPUS:52949130644
SN - 1424426707
SN - 9781424426706
T3 - 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA
SP - 151
EP - 157
BT - 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA
T2 - 2008 Information Theory and Applications Workshop - ITA
Y2 - 27 January 2008 through 1 February 2008
ER -