Energy Consumption Reduction through Resource Allocation Using Docker

被引:0
|
作者
Sugahara, Eiji [1 ]
Nishikawa, Hiroki [2 ]
Kong, Xiangbo [1 ]
Tomiyama, Hiroyuki [1 ]
机构
[1] Ritsumeikan Univ, Grad Sch Sci & Engn, Kusatsu, Japan
[2] Osaka Univ, Grad Sch Informat Sci & Technol, Suita, Osaka, Japan
关键词
AI; energy consumption; Docker; CPUs; GPUs;
D O I
10.1109/CANDARW57323.2022.00042
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Security network cameras are widely used in various fields and AI-based image processing algorithms improve the performance of these systems. AI-based algorithms go hand in hand with high energy consumption and this issue is addressed by related works. However, the reduction of AI energy consumption is still a fundamental task. This paper proposes a security camera system with two application streams. We use Docker to allocate computing resources to these two applications in various ways to find a better allocation that consumes less energy. Experimental results demonstrate the possibility of reducing energy consumption by allocating computing resources.
引用
收藏
页码:436 / 437
页数:2
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