Design of dynamic load balancing algorithm for heterogeneous clusters based on energy consumption

被引:1
|
作者
Ye, Lunqiang [1 ]
机构
[1] Southwest Minzu Univ, Informat & Educ Technol Ctr, Chengdu 610225, Sichuan, Peoples R China
关键词
Internet of Things; Heterogeneous clusters; Node sensors; Dynamic load; Balancing algorithms; Data fusion algorithms; MOBILE EDGE;
D O I
10.1016/j.egyr.2021.09.202
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to reduce energy waste and improve the dynamic load balancing of heterogeneous clusters, sensor technology is introduced into the Internet of Things technology to build a channel transmission model for heterogeneous clusters. Then use the dynamic weighting method to configure the output channel to complete the decomposition of the channel characteristics. In addition, based on the establishment of the channel fuzzy recombination structure model, the noise interference suppression method is used to suppress the multipath interference of heterogeneous cluster communication channels, and the equalization of the channel output is controlled by the baud interval equalization sampling method. At the same time, through the fuzzy balance configuration and spatial balance scheduling process, the dynamic load balancing processing of heterogeneous clusters is realized. The simulation results show that the method proposed in this paper has better balance for the load scheduling of heterogeneous clusters and reduces the bit error rate of the output signal. More importantly, the output balance and adaptive control capabilities of heterogeneous clusters have also been improved. (C) 2021 Published by Elsevier Ltd.
引用
收藏
页码:684 / 695
页数:12
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