Finite-Buffer Polling Systems with Threshold-Based Switching Policy

Abstract : We consider a system of two separate finite-buffer M/M/1 queues served by a single server, where the switching mechanism between the queues is threshold-based, determined by the queue which is not being served. Applications may be found in data centers, smart traffic-light control and human behavior. Specifically, whenever the server attends queue $i (Q i)$ and the number of customers in the other queue, $Q j (i, j = 1, 2; j = i)$, reaches its threshold level, the server immediately switches to $Q j$ whenever $Q i$ is below its threshold. When a served $Q i$ becomes empty we consider two scenarios: (i) non-work-conserving; and (ii) work-conserving. We present occasions where the non-work-conserving policy is more economical than the work-conserving policy when high switching costs are involved. An intrinsic feature of the process is an oscillation phenomenon: when the occupancy of $Q i$ decreases the occupancy of the other queue increases. This fact is illustrated and discussed. By formulating the system as a three-dimensional continuous-time Markov chain we provide a probabilistic analysis of the system and investigate the effects of buffer sizes and arrival rates, as well as service rates, on the system's performance. Numerical examples are presented and extreme cases are investigated.
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Article dans une revue
TOP, Springer Verlag, 2016, 24 (3), pp.541 - 571. 〈10.1007/s11750-015-0408-6〉
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Soumis le : vendredi 25 novembre 2016 - 11:52:15
Dernière modification le : jeudi 11 janvier 2018 - 16:58:52
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Konstantin Avrachenkov, Efrat Perel, Uri Yechiali. Finite-Buffer Polling Systems with Threshold-Based Switching Policy. TOP, Springer Verlag, 2016, 24 (3), pp.541 - 571. 〈10.1007/s11750-015-0408-6〉. 〈hal-01402886〉



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