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Managing performance and power consumption in a server farm

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  • Isi Mitrani

Abstract

We examine the problem of managing a server farm in a way that attempts to satisfy the conflicting objectives of high performance and low power consumption. A subset of servers is designated as ‘reserve’. The reserves are powered up when the number of jobs in the system is sufficiently high, and are powered down when that number is sufficiently low. Powering up takes an interval of time during which the reserves consume power but do not serve jobs. The question of how to choose the number of reserves, and the up and down thresholds, is answered by analyzing a suitable queueing model and minimizing an appropriate cost function. Heuristics and numerical results are also presented. Copyright Springer Science+Business Media, LLC 2013

Suggested Citation

  • Isi Mitrani, 2013. "Managing performance and power consumption in a server farm," Annals of Operations Research, Springer, vol. 202(1), pages 121-134, January.
    • Handle: RePEc:spr:annopr:v:202:y:2013:i:1:p:121-134:10.1007/s10479-011-0932-1
    DOI: 10.1007/s10479-011-0932-1
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    1. G. Latouche & P. A. Jacobs & D. P. Gaver, 1984. "Finite Markov chain models skip‐free in one direction," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 31(4), pages 571-588, December.
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    Cited by:

    1. Srinivas R. Chakravarthy & Alexander N. Dudin & Sergey A. Dudin & Olga S. Dudina, 2023. "Queueing System with Potential for Recruiting Secondary Servers," Mathematics, MDPI, vol. 11(3), pages 1-24, January.
    2. Tuan Phung-Duc, 2017. "Exact solutions for M/M/c/Setup queues," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 64(2), pages 309-324, February.
    3. Rapine, Christophe & Penz, Bernard & Gicquel, Céline & Akbalik, Ayse, 2018. "Capacity acquisition for the single-item lot sizing problem under energy constraints," Omega, Elsevier, vol. 81(C), pages 112-122.

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