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Performance Evaluation
Volume 64, Issues 7-8, August 2007, Pages 613-628
 
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doi:10.1016/j.peva.2006.09.001    
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Copyright © 2006 Elsevier Ltd All rights reserved.

Moment estimation in delay tomography with spatial dependence

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Ian H. DinwoodieCorresponding Author Contact Information, a, E-mail The Corresponding Author and Eric A. Vancea

aISDS Box 90251, Duke University, Durham, NC 27708, United States


Received 23 September 2005. 
Available online 18 October 2006.

Abstract

Parametric models for estimating network link delays with incomplete data that incorporate spatial correlation are formulated. Fast numerical methods for estimation of parameters and confidence intervals are derived. It is shown that including correlation in the model gives better model fit on sample data. Finally, certain results from graphical models are described, which can be applied in model search.

Keywords: Network tomography; Link delays; Spatial correlation; Temporal correlation

Article Outline

1. Introduction
2. Local correlation models
3. Consistent moment estimation
4. Simulations
5. Approximate graphical model search and scalability
6. Conclusions and further questions
Acknowledgements
References
Vitae







Corresponding Author Contact InformationCorresponding author. Fax: +1 919 684 8594.

Performance Evaluation
Volume 64, Issues 7-8, August 2007, Pages 613-628
 
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