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On the convergence of traffic measurement and queueing analysis: a statistical-matching and queueing (SMAQ) tool

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2 Author(s)
San-qi Li ; Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA ; Hwang, C.-L.

The analytical tool developed by the authors provides a general solution technique for integration of traffic measurement and queueing analysis. The frequency-domain approach is used to combine the advanced techniques in two areas: signal processing and queueing analysis. Essentially, signal processing techniques are used to obtain the steady-state and second-order statistics of a traffic stream. We propose a new programming method for the construction of a special class of Markov chains to statistically match with each given traffic stream (or superposition of heterogeneous traffic streams). The analytical queueing solutions can therefore be obtained by the folding-algorithm based on Markov chain input modeling. Comprehensive numerical examples show the great potential of the statistical-matching and queueing (SMAQ) tool to solve measurement-based traffic management issues

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Networking, IEEE/ACM Transactions on  (Volume:5 ,  Issue: 1 )