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 (IAOE)
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doaj-d93ea45fca6b4d61958d36eee12796372021-09-02T11:30:37ZengInternational Association of Online Engineering (IAOE)International Journal of Interactive Mobile Technologies1865-79232019-09-01131018819710.3991/ijim.v13i10.113104697Sensor Communication Model Using Cyber-Physical System Approach for Green Data CenterMasnida Hussin0Raja Azlina Raja Mahmood1Mas Rina Mustaffa2Department of Communication Technology and Networks, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Multimedia, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaFaculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaEnergy 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.https://online-journals.org/index.php/i-jim/article/view/11310Cyber-physical systemgreen data centerenergy consumptionwireless communication |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Masnida Hussin Raja Azlina Raja Mahmood Mas Rina Mustaffa |
spellingShingle |
Masnida Hussin Raja Azlina Raja Mahmood Mas Rina Mustaffa Sensor Communication Model Using Cyber-Physical System Approach for Green Data Center International Journal of Interactive Mobile Technologies Cyber-physical system green data center energy consumption wireless communication |
author_facet |
Masnida Hussin Raja Azlina Raja Mahmood Mas Rina Mustaffa |
author_sort |
Masnida Hussin |
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 (IAOE) |
series |
International Journal of Interactive Mobile Technologies |
issn |
1865-7923 |
publishDate |
2019-09-01 |
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. |
topic |
Cyber-physical system green data center energy consumption wireless communication |
url |
https://online-journals.org/index.php/i-jim/article/view/11310 |
work_keys_str_mv |
AT masnidahussin sensorcommunicationmodelusingcyberphysicalsystemapproachforgreendatacenter AT rajaazlinarajamahmood sensorcommunicationmodelusingcyberphysicalsystemapproachforgreendatacenter AT masrinamustaffa sensorcommunicationmodelusingcyberphysicalsystemapproachforgreendatacenter |
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1721175987024035840 |