Sensor Communication Model Using Cyber-Physical System Approach for Green Data Center

Authors

  • Masnida Hussin Department of Communication Technology and Networks, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
  • Raja Azlina Raja Mahmood Department of Multimedia, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
  • Mas Rina Mustaffa Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia

DOI:

https://doi.org/10.3991/ijim.v13i10.11310

Keywords:

Cyber-physical system, green data center, energy consumption, wireless communication

Abstract


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.

Author Biographies

Masnida Hussin, Department of Communication Technology and Networks, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia

Department of Communication Technology and Networks, Faculty of Computer Science and Information Technology, University of Putra Malaysia

Raja Azlina Raja Mahmood, Department of Multimedia, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia

Department of Multimedia, Faculty of Computer Science and Information Technology, University of Putra Malaysia

Mas Rina Mustaffa, Faculty of Computer Science and Information Technology, University of Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia

Faculty of Computer Science and Information Technology, University of Putra Malaysia

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Published

2019-09-25

How to Cite

Hussin, M., Raja Mahmood, R. A., & Mustaffa, M. R. (2019). Sensor Communication Model Using Cyber-Physical System Approach for Green Data Center. International Journal of Interactive Mobile Technologies (iJIM), 13(10), pp. 188–197. https://doi.org/10.3991/ijim.v13i10.11310

Issue

Section

Short Papers