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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Main Authors: Hussin, Masnida, Raja Mahmood, Raja Azlina, Mustaffa, Mas Rina
格式: Article
语言:English
出版: International Association of Online Engineering 2019
在线阅读: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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spelling 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
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description 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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score 13.250246