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Published in: The Journal of Supercomputing 4/2017

03-09-2016

Towards designing a green data center farm for Internet services: Iran’s case study

Author: Mahmoud Momtazpour

Published in: The Journal of Supercomputing | Issue 4/2017

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Abstract

Energy consumption has become a critical design factor in today’s data centers. In recent years, extensive research has been done to address power–performance trade-off in data centers considering both IT equipments and cooling infrastructures (e.g., thermal-aware task scheduling, server consolidation, load balancing and geographical load balancing to name a few). This paper introduces a design-time technique that targets energy-efficient design of a green data center farm in Iran. Workload predictions, geographical maps of wind speed and solar radiation, data center and renewable resources configurations are used as a priori to design an energy-efficient data center farm for Internet services. The proposed problem is mathematically formulated as a nonlinear optimization problem and is effectively solved using a coordinate descent-based method. We also show that with some minor modification, our proposed technique can be applied at run-time for the purpose of change management. The experimental results show that the proposed method can lead to 11.6 % cost saving on average over conventional approaches.

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Appendix
Available only for authorised users
Footnotes
1
PUE is defined as the ratio of total amount of energy used by the data center, including servers, cooling units, network switches, etc., to the energy delivered to computing equipments (i.e., servers).
 
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Metadata
Title
Towards designing a green data center farm for Internet services: Iran’s case study
Author
Mahmoud Momtazpour
Publication date
03-09-2016
Publisher
Springer US
Published in
The Journal of Supercomputing / Issue 4/2017
Print ISSN: 0920-8542
Electronic ISSN: 1573-0484
DOI
https://doi.org/10.1007/s11227-016-1852-2

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