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Optimal Dynamic Allocation of Collaborative Servers in Two Station Tandem Systems

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Auteur
Papachristos I., Pandelis D.G.
Date
2019
Language
en
DOI
10.1109/TAC.2018.2852604
Sujet
Markov processes
Queueing networks
Stochastic control systems
Stochastic systems
Collaborative servers
Collaborative services
Collaborative Work
Dedicated servers
Optimal dynamics
Optimal server allocation
Queueing system
Stochastic optimal control
Dynamic programming
Institute of Electrical and Electronics Engineers Inc.
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Résumé
We consider two-stage tandem queueing systems with one dedicated server in each station and a flexible server that can serve both stations. We assume exponential service times, linear holding costs accrued by jobs present in the system, and a collaborative work discipline. We seek optimal server allocation strategies for systems without external arrivals (clearing systems). When the combined rate of collaborating servers is less than the sum of their individual rates (partial collaboration), we identify conditions under which the optimal server allocation strategy is non-idling and has a threshold-type structure. Our results extend previous work on systems with additive service rates. When the aforementioned conditions are not satisfied we show by examples that the optimal policy may have counterintuitive properties, which is not the case when a fully collaborative service discipline is assumed. We also obtain novel results for any type of collaboration when idling policies may be optimal. © 1963-2012 IEEE.
URI
http://hdl.handle.net/11615/77530
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