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...

Full description

Bibliographic Details
Main Authors: Masnida Hussin, Raja Azlina Raja Mahmood, Mas Rina Mustaffa
Format: Article
Language:English
Published: International Association of Online Engineering (IAOE) 2019-09-01
Series:International Journal of Interactive Mobile Technologies
Subjects:
Online Access:https://online-journals.org/index.php/i-jim/article/view/11310
id doaj-d93ea45fca6b4d61958d36eee1279637
record_format Article
spelling 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
_version_ 1721175987024035840