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作者:

Xu, Xin (Xu, Xin.) | He, Jingsha (He, Jingsha.) (学者:何泾沙) | Shi, Henghua (Shi, Henghua.)

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摘要:

Network tomography, a combination of network measurement methodology and statistical inference strategy, is a novel research field of network measurement. It can provide much more accurate information about link-level performance than existing techniques widely used in network measurement. This paper deals with the problem of inferring link delay characteristics based on end-to-end measurements of multicast traffic. Under the assumptions that link delays are spatially and temporally independent, an approach is proposed to discretize link delay, including subsection discrete case and uniform discrete case. Then it is estimated link delay distributions by using Maximum Likelihood Estimation (MLE) via Expectation Maximization (EM) in terms of neighboring link delay distributions. The results of OPNET simulation are present to demonstrate accuracy of link delay inference procedure. © 2008 Binary Information Press.

关键词:

Multicasting Maximum likelihood Maximum likelihood estimation Maximum principle

作者机构:

  • [ 1 ] [Xu, Xin]College of Computer Science, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [He, Jingsha]School of Software Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Shi, Henghua]College of Computer Science, Beijing University of Technology, Beijing 100022, China

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来源 :

Journal of Computational Information Systems

ISSN: 1553-9105

年份: 2008

期: 6

卷: 4

页码: 2529-2538

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