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Energy-aware management of customer streams

Lookup NU author(s): Kanat Aidarov, Dr Paul Ezhilchelvan, Emeritus Professor Isi Mitrani

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Abstract

Customers submit streams of jobs of different types for execution at a service center. The number of jobs in each stream and the rate of their submission are specified. A service level agreement indicates the charge paid by the customer, the quality of service promised by the provider and the penalty to be paid by the latter if the QoS requirement is not met. To save energy, servers may be powered up and down dynamically. The objective is to maximize the revenues received while minimizing the penalties paid and the energy consumption costs of the servers used. To that end, heuristic policies are proposed for making decisions about stream admissions and server activation and deactivation. Those policies are motivated by queueing models. The results of several simulation experiments are described.


Publication metadata

Author(s): Aidarov K, Ezhilchelvan P, Mitrani I

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: Sixth International Workshop on Practical Applications of Stochastic Modelling

Year of Conference: 2012

Pages: 50-56

URL: http://www.qest.org/qest2012/index.php


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