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Optimal Hiring of Cloud Servers

Lookup NU author(s): Dr Stephen McGough, Emeritus Professor Isi Mitrani

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This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).


Abstract

A host uses servers hired from a Cloud in order to offer certain services to paying customers. It must decide dynamically when and how many servers to hire, and when to release them, so as to minimize both the job holding costs and the server costs. Under certain assumptions, the problem can be formulated in terms of a semi-Markov decision process and the optimal hiring policy can be computed. Three situations are considered (a) jobs are submitted in random batches and servers can be hired for arbitrary periods of time; (b) jobs arrive singly and servers must be hired for fixed periods of time; (c) jobs arrive in bursts of random duration and hiring decisions are made at moments when bursts are initiated or terminated. In all three cases, the optimal policies are compared with some simple and easily implementable heuristics.


Publication metadata

Author(s): McGough AS, Mitrani I

Editor(s): Horváth, A; Wolter, K

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: European Performance Engineering Workshop

Year of Conference: 2014

Pages: 1-15

Print publication date: 02/08/2014

Acceptance date: 01/01/1900

Date deposited: 15/12/2015

ISSN: 0302-9743

Publisher: Springer

URL: http://dx.doi.org/10.1007/978-3-319-10885-8_1

DOI: 10.1007/978-3-319-10885-8_1

Library holdings: Search Newcastle University Library for this item

Series Title: Lecture Notes in Computer Science

ISBN: 9783319108841


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