An iterative tomogravity algorithm for the estimation of network traffic

Details An iterative tomogravity algorithm for the estimation of network traffic An iterative tomogravity algorithm for the estimation of network traffic

2007-08-07

arxiv.org/abs/0708.0945v1

IMS Lecture Notes Monograph Series 2007, Vol. 54, 12-23

Statistics

Applications

Published at http://dx.doi.org/10.1214/074921707000000030 in the IMS Lecture Notes Monograph Series (http://www.imstat.org/p

Scientific paper

10.1214/074921707000000030

This paper introduces an iterative tomogravity algorithm for the estimation of a network traffic matrix based on one snapshot observation of the link loads in the network. The proposed method does not require complete observation of the total load on individual edge links or proper tuning of a penalty parameter as existing methods do. Numerical results are presented to demonstrate that the iterative tomogravity method controls the estimation error well when the link data is fully observed and produces robust results with moderate amount of missing link data.

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