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  4. Loss Tomography in General Topologies with Network Coding
 
conference paper

Loss Tomography in General Topologies with Network Coding

Gjoka, M.
•
Fragouli, C.  
•
Sattari, P.
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2007
IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference
IEEE GLOBECOM 2007

Network tomography infers internal network characteristics by sending and collecting probe packets from the network edge. Traditional tomographic techniques for general topologies typically use a mesh of multicast trees and/or unicast paths to cover the entire graph, which is suboptimal from the point of view of bandwidth efficiency and estimation accuracy. In this paper, we investigate an active probing method for link loss inference in a general topology, where multiple sources and receivers are used and intermediate nodes are equipped with network coding, in addition to unicast and multicast, capabilities. With our approach, each link is traversed by exactly one packet, which is in general a linear combination of the original probes. The receivers infer the loss rate on all links by observing not only the number but also the contents of the received probes. In this paper: (i) we propose an orientation algorithm that creates an acyclic graph with the maximum number of identifiable edges (ii) we define probe combining coding schemes and discuss some of their properties and (iii) we present simulation results over realistic topologies using Belief-Propagation (BP) algorithms.

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Type
conference paper
DOI
10.1109/GLOCOM.2007.78
Author(s)
Gjoka, M.
Fragouli, C.  
Sattari, P.
Markopoulou, A.
Date Issued

2007

Published in
IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference
Start page

381

End page

386

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
ARNI  
Event nameEvent placeEvent date
IEEE GLOBECOM 2007

Washington, USA

November 26-30

Available on Infoscience
November 25, 2009
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/44434
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