A multi-resource scheduling scheme of Kubernetes for IIoT

被引:0
|
作者
ZHU Lin [1 ]
LI Junjiang [1 ]
LIU Zijie [1 ]
ZHANG Dengyin [1 ,2 ]
机构
[1] Jiangsu Key Laboratory of Broadband Wireless Communication and Internet of Things, Nanjing University of Posts and Telecommunications
[2] School of Internet of Things, Nanjing University of Posts and Telecommunications
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TP391.44 []; TN929.5 [移动通信];
学科分类号
080402 ; 080904 ; 0810 ; 081001 ; 0811 ; 081101 ; 081104 ; 1405 ;
摘要
With the rapid development of data applications in the scene of Industrial Internet of Things(IIoT), how to schedule resources in IIoT environment has become an urgent problem to be solved. Due to benefit of its strong scalability and compatibility, Kubernetes has been applied to resource scheduling in IIoT scenarios. However, the limited types of resources, the default scheduling scoring strategy, and the lack of delay control module limit its resource scheduling performance. To address these problems, this paper proposes a multi-resource scheduling(MRS) scheme of Kubernetes for IIoT. The MRS scheme dynamically balances resource utilization by taking both requirements of tasks and the current system state into consideration. Furthermore, the experiments demonstrate the effectiveness of the MRS scheme in terms of delay control and resource utilization.
引用
收藏
页码:683 / 692
页数:10
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