OPTIMAL CONTROL POLICIES FOR AN M/M/1 QUEUE WITH A REMOVABLE SERVER AND DYNAMIC SERVICE RATES

Author:

Badian-Pessot Pamela,Lewis Mark E.ORCID,Down Douglas G.

Abstract

AbstractWe consider an M/M/1 queue with a removable server that dynamically chooses its service rate from a set of finitely many rates. If the server is off, the system must warm up for a random, exponentially distributed amount of time, before it can begin processing jobs. We show under the average cost criterion, that work conserving policies are optimal. We then demonstrate the optimal policy can be characterized by a threshold for turning on the server and the optimal service rate increases monotonically with the number in system. Finally, we present some numerical experiments to provide insights into the practicality of having both a removable server and service rate control.

Publisher

Cambridge University Press (CUP)

Subject

Industrial and Manufacturing Engineering,Management Science and Operations Research,Statistics, Probability and Uncertainty,Statistics and Probability

Reference29 articles.

1. Delforge, P. & Whitney, J. (2014). Issue paper: data center efficiency assessment scaling up energy efficiency across the data center industry: evaluating key drivers and barriers. Natural Resource Defense Council (NRDC), August 2014.

2. Managing server energy and operational costs in hosting centers

3. United States Data Center Energy Usage Report

4. The optimal control of an M/G/1 queueing system with server startup and two vacation types

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