A novel load balancing scheme for mobile edge computing

被引:8
|
作者
Duan, Zhenhua [1 ,2 ]
Tian, Cong [1 ,2 ]
Zhang, Nan [1 ,2 ]
Zhou, Mengchu [3 ]
Yu, Bin [1 ,2 ]
Wang, Xiaobing [1 ,2 ]
Guo, Jiangen [1 ,2 ]
Wu, Ying [1 ,2 ]
机构
[1] Xidian Univ, Inst Comp Theory & Technol, Xian 710071, Peoples R China
[2] Xidian Univ, ISN Lab, Xian 710071, Peoples R China
[3] New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA
基金
中国国家自然科学基金;
关键词
Mobile edge computing; Cloudlet; MHP2P; Load balance;
D O I
10.1016/j.jss.2021.111195
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
To overcome long propagation delays for data exchange between the remote cloud data center and end devices in Mobile Cloud Computing (MCC), Mobile Edge Computing (MEC) is emerging to push mobile computing, network control and storage to the network edges. A cloudlet in MEC is a mobility enhanced small-scale cloud, which contains several MEC servers located in close proximity to mobile devices. The main purpose of a cloudlet is to stably provide services to mobile devices with low latency. When a cloudlet offers hundreds kinds of services to millions of mobile devices, it is critical to balance the loads so as to improve performance. In this paper, we propose a three-layer mobile hybrid hierarchical P2P (MHP2P) model as a cloudlet. MHP2P performs satisfactory service lookup efficiency and system scalability as well as high stability. More importantly, a load balance scheme is provided so that the loads of MHP2P can be well balanced with the increasing of MEC servers and query load. A large number of simulation experiments indicate that the proposed scheme is efficient for enhancing the load balancing performance in MHP2P based MEC systems. (C) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页数:11
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