Sensor communication model using cyber-physical system approach for green data center
Energy consumption in distributed computing system gains a lot of attention recently after its processing capacity becomes significant for better business and economic operations. Comprehensive analysis of energy efficiency in high-performance data center for distributed processing requires ability...
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International Association of Online Engineering
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/82090/1/Sensor%20communication%20model%20using%20cyber-physical%20system%20approach%20for%20green%20data%20center.pdf http://psasir.upm.edu.my/id/eprint/82090/ https://online-journals.org/index.php/i-jim/article/view/11310 |
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my.upm.eprints.820902021-08-13T10:18:26Z http://psasir.upm.edu.my/id/eprint/82090/ Sensor communication model using cyber-physical system approach for green data center Hussin, Masnida Raja Mahmood, Raja Azlina Mustaffa, Mas Rina Energy consumption in distributed computing system gains a lot of attention recently after its processing capacity becomes significant for better business and economic operations. Comprehensive analysis of energy efficiency in high-performance data center for distributed processing requires ability to monitor a proportion of resource utilization versus energy consumption. In order to gain green data center while sustaining computational performance, a model of energy efficient cyber-physical communication is proposed. A real-time sensor communication is used to monitor heat emitted by processors and room temperature. Specifically, our cyber-physical communication model dynamically identifies processing states in data center while implying a suitable air-conditioning temperature level. The information is then used by administration to fine-tune the room temperature according to the current processing activities. Our automated triggering approach aims to improve edge computing performance with cost-effective energy consumption. Simulation experiments show that our cyber-physical communication achieves better energy consumption and resource utilization compared with other cooling model. International Association of Online Engineering 2019 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/82090/1/Sensor%20communication%20model%20using%20cyber-physical%20system%20approach%20for%20green%20data%20center.pdf Hussin, Masnida and Raja Mahmood, Raja Azlina and Mustaffa, Mas Rina (2019) Sensor communication model using cyber-physical system approach for green data center. International Journal of Interactive Mobile Technologies, 13 (10). pp. 188-197. ISSN 1865-7923 https://online-journals.org/index.php/i-jim/article/view/11310 10.3991/ijim.v13i10.11310 |
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Energy consumption in distributed computing system gains a lot of attention recently after its processing capacity becomes significant for better business and economic operations. Comprehensive analysis of energy efficiency in high-performance data center for distributed processing requires ability to monitor a proportion of resource utilization versus energy consumption. In order to gain green data center while sustaining computational performance, a model of energy efficient cyber-physical communication is proposed. A real-time sensor communication is used to monitor heat emitted by processors and room temperature. Specifically, our cyber-physical communication model dynamically identifies processing states in data center while implying a suitable air-conditioning temperature level. The information is then used by administration to fine-tune the room temperature according to the current processing activities. Our automated triggering approach aims to improve edge computing performance with cost-effective energy consumption. Simulation experiments show that our cyber-physical communication achieves better energy consumption and resource utilization compared with other cooling model. |
| format |
Article |
| author |
Hussin, Masnida Raja Mahmood, Raja Azlina Mustaffa, Mas Rina |
| spellingShingle |
Hussin, Masnida Raja Mahmood, Raja Azlina Mustaffa, Mas Rina Sensor communication model using cyber-physical system approach for green data center |
| author_facet |
Hussin, Masnida Raja Mahmood, Raja Azlina Mustaffa, Mas Rina |
| author_sort |
Hussin, Masnida |
| title |
Sensor communication model using cyber-physical system approach for green data center |
| title_short |
Sensor communication model using cyber-physical system approach for green data center |
| title_full |
Sensor communication model using cyber-physical system approach for green data center |
| title_fullStr |
Sensor communication model using cyber-physical system approach for green data center |
| title_full_unstemmed |
Sensor communication model using cyber-physical system approach for green data center |
| title_sort |
sensor communication model using cyber-physical system approach for green data center |
| publisher |
International Association of Online Engineering |
| publishDate |
2019 |
| url |
http://psasir.upm.edu.my/id/eprint/82090/1/Sensor%20communication%20model%20using%20cyber-physical%20system%20approach%20for%20green%20data%20center.pdf http://psasir.upm.edu.my/id/eprint/82090/ https://online-journals.org/index.php/i-jim/article/view/11310 |
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13.211869 |