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A framework for data center scale dynamic resource allocation algorithms
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Chester, Adam P., Leeke, Matthew, Al-Ghamdi, M., Jhumka, Arshad and Jarvis, Stephen A. (2011) A framework for data center scale dynamic resource allocation algorithms. In: 11th IEEE International Conference on Computer and Information Technology (CIT), Pafos, Cyprus, 31st August - 2nd September 2011. Published in: Proceedings of the 11th IEEE International Conference on Scalable Computing and Communications (SCALCOM'11) pp. 67-74. ISBN 9781457703836 . doi:10.1109/CIT.2011.72
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Official URL: http://dx.doi.org/10.1109/CIT.2011.72
Abstract
The scale and complexity of online applications and e-business infrastructures has led service providers to rely on the capabilities of large-scale hosting platforms, i.e., data centers. Dynamic resource allocation (DRA) algorithms have been shown to allow server resource allocation to be matched with application workload, which can improve server resource utilisation and drive down costs for service providers. However, research on DRA algorithms has almost exclusively focused on their performance characteristics at small-scale, precluding their useful application in commercial hosting environments, such as those dedicated to supporting cloud computing. In this paper, we show, and subsequently propose a framework to address, the scalability problems of current DRA algorithms. We then build on the proposed framework to develop a highly-scalable algorithm for dynamic resource allocation.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Library of Congress Subject Headings (LCSH): | Cloud computing, Resource allocation, Data libraries | ||||
Journal or Publication Title: | Proceedings of the 11th IEEE International Conference on Scalable Computing and Communications (SCALCOM'11) | ||||
Publisher: | Conference Publishing Services | ||||
ISBN: | 9781457703836 | ||||
Official Date: | September 2011 | ||||
Dates: |
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Page Range: | pp. 67-74 | ||||
DOI: | 10.1109/CIT.2011.72 | ||||
Status: | Not Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Date of first compliant deposit: | 21 December 2015 | ||||
Date of first compliant Open Access: | 21 December 2015 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 11th IEEE International Conference on Computer and Information Technology (CIT) | ||||
Type of Event: | Conference | ||||
Location of Event: | Pafos, Cyprus | ||||
Date(s) of Event: | 31st August - 2nd September 2011 | ||||
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