On Enabling Sustainable Edge Computing with Renewable Energy Resources

被引:88
|
作者
Li, Wei [1 ]
Yang, Ting [2 ]
Delicato, Flavia C. [3 ]
Pires, Paulo F. [3 ]
Tari, Zahir [4 ]
Khan, Samee U. [5 ]
Zomaya, Albert Y. [1 ]
机构
[1] Univ Sydney, Ctr Distributed & High Performance Comp, Sydney, NSW, Australia
[2] Tianjin Univ, Sch Elect & Informat Engn, Tianjin, Peoples R China
[3] Univ Fed Rio de Janeiro, Rio De Janeiro, Brazil
[4] RMIT Univ, Distributed Syst, Melbourne, Vic, Australia
[5] North Dakota State Univ, Fargo, ND USA
基金
澳大利亚研究理事会; 中国国家自然科学基金; 美国国家科学基金会;
关键词
CLOUD;
D O I
10.1109/MCOM.2018.1700888
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The emergent paradigm of edge computing advocates that computational and storage resources can be extended to the edge of the network so that the impact of data transmission latency over the Internet can be effectively reduced for time-constrained Internet of Things applications. With the widespread deployment of edge computing devices, the energy demand of these devices has increased and started to become a noticeable issue for the suitable development of urban systems. In this article, we propose a unified energy management framework for enabling a sustainable edge computing paradigm with distributed renewable energy resources. This framework supports cooperation between the energy supply system and the edge computing system so that renewable energy can be fully utilized while offering improved quality of service for time-constrained IoT applications. A prototype system is also implemented by using microgrid (solar-wind hybrid energy system) and edge computing devices together. The experiment results demonstrate that renewable energy is fully capable of supporting the reliable running of edge computing devices in the prototype system during most (94.8 percent) of the experimental period when our proposed framework was employed.
引用
收藏
页码:94 / 101
页数:8
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