A Comprehensive Model of Data Center: From CPU to Cooling Tower
Aiming at addressing environmental challenges, large data centers, such as Facebook, Google, and Yahoo, are increasing share of green power in their daily energy consumption. Such trends drive research into new directions, e.g., sustainable data centers. The research often relies on expressive model...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8489849/ |
| _version_ | 1818927778127413248 |
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| author | Gulnara Zhabelova Mattias Vesterlund Sascha Eschmann Yulia Berezovskaya Valeriy Vyatkin Damien Flieller |
| author_facet | Gulnara Zhabelova Mattias Vesterlund Sascha Eschmann Yulia Berezovskaya Valeriy Vyatkin Damien Flieller |
| author_sort | Gulnara Zhabelova |
| collection | DOAJ |
| description | Aiming at addressing environmental challenges, large data centers, such as Facebook, Google, and Yahoo, are increasing share of green power in their daily energy consumption. Such trends drive research into new directions, e.g., sustainable data centers. The research often relies on expressive models that provide sufficient details, however, practical to re-use and expand. There is a lack of available data center models that capture internal operating states of the facility from the CPU to the cooling tower. It is a challenge to develop a model that allows to describe complete data center of any scale including its connection to the grid. This paper proposes such a model building on the existing work. The challenge was to put the pieces of data center together and model behavior of each element so that interdependencies between components and parameters and operating states are captured correctly and in sufficient details. The proposed model was used in the project “Data center microgrid integration”and proven to be adequate and important to support such study. |
| first_indexed | 2024-12-20T03:18:25Z |
| format | Article |
| id | doaj.art-2989b1125ec3451ab42d3a927f6f007d |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-20T03:18:25Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-2989b1125ec3451ab42d3a927f6f007d2022-12-21T19:55:16ZengIEEEIEEE Access2169-35362018-01-016612546126610.1109/ACCESS.2018.28756238489849A Comprehensive Model of Data Center: From CPU to Cooling TowerGulnara Zhabelova0Mattias Vesterlund1Sascha Eschmann2Yulia Berezovskaya3https://orcid.org/0000-0001-8185-7118Valeriy Vyatkin4Damien Flieller5Department of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Luleå, SwedenRISE SICS North, Luleå, SwedenNational Institute of Applied Sciences, Strasbourg, FranceDepartment of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Luleå, SwedenDepartment of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Luleå, SwedenNational Institute of Applied Sciences, Strasbourg, FranceAiming at addressing environmental challenges, large data centers, such as Facebook, Google, and Yahoo, are increasing share of green power in their daily energy consumption. Such trends drive research into new directions, e.g., sustainable data centers. The research often relies on expressive models that provide sufficient details, however, practical to re-use and expand. There is a lack of available data center models that capture internal operating states of the facility from the CPU to the cooling tower. It is a challenge to develop a model that allows to describe complete data center of any scale including its connection to the grid. This paper proposes such a model building on the existing work. The challenge was to put the pieces of data center together and model behavior of each element so that interdependencies between components and parameters and operating states are captured correctly and in sufficient details. The proposed model was used in the project “Data center microgrid integration”and proven to be adequate and important to support such study.https://ieeexplore.ieee.org/document/8489849/Data centermodelcoolingserverCRAHchiller |
| spellingShingle | Gulnara Zhabelova Mattias Vesterlund Sascha Eschmann Yulia Berezovskaya Valeriy Vyatkin Damien Flieller A Comprehensive Model of Data Center: From CPU to Cooling Tower IEEE Access Data center model cooling server CRAH chiller |
| title | A Comprehensive Model of Data Center: From CPU to Cooling Tower |
| title_full | A Comprehensive Model of Data Center: From CPU to Cooling Tower |
| title_fullStr | A Comprehensive Model of Data Center: From CPU to Cooling Tower |
| title_full_unstemmed | A Comprehensive Model of Data Center: From CPU to Cooling Tower |
| title_short | A Comprehensive Model of Data Center: From CPU to Cooling Tower |
| title_sort | comprehensive model of data center from cpu to cooling tower |
| topic | Data center model cooling server CRAH chiller |
| url | https://ieeexplore.ieee.org/document/8489849/ |
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