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Performance bounds on traffic predictor models for dynamic routing

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1 Author(s)
Soong, B.H. ; Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore

The paper studies the problem of identifying and tracking the unknown and possibly time-varying parameters λ (arrival rate) and 1/μ (mean holding time) of a traffic stream. Soong (see SICON/ICIE93 conf., Singapore, Sept. 1993) developed two main predictor models. It is the purpose of this paper to: (i) motivate several modifications to the models (concentrating mostly on M/M/n/n queue) to provide class of models within this category: (ii) provide several variants of the current recursive least squares estimators: and finally. (iii) evaluate via simulation studies, the performance of each individual estimation algorithm under different conditions

Published in:

Singapore ICCS '94. Conference Proceedings.  (Volume:3 )

Date of Conference:

14-18 Nov 1994

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