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
相关论文
共 50 条
  • [31] Reduction in energy consumption through optimization of Oxygen and carbon injection
    Wyatt, Allen
    Fuchs, Hagen
    Kundrat Dr., David
    MPT Metallurgical Plant and Technology International, 2009, 32 (04): : 30 - 37
  • [32] Strategy for Renewable Energy Consumption Based on Scenario Reduction and Flexible Resource Utilization
    Cao, Xiaoqing
    Yang, Xuan
    Li, He
    Chen, Di
    Zhang, Zhengyu
    Yang, Qingrui
    Zou, Hongbo
    PROCESSES, 2024, 12 (09)
  • [33] Reduction of Energy Consumption in WSN using an Approach Geocast
    Araujo, Harilton da S.
    de Castro, Wagner L. T.
    Holanda Filho, Raimir
    TECHNOLOGICAL DEVELOPMENTS IN NETWORKING, EDUCATION AND AUTOMATION, 2010, : 567 - +
  • [34] REDUCTION OF BUILDING ENERGY CONSUMPTION USING VENTILATED FACADES
    Romila, Claudiu
    Popovici, Catalin George
    Chereches, Nelu-Cristian
    ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2012, 11 (04): : 806 - 811
  • [35] Reduction of energy consumption
    Tagge, J
    TEKSTIL, 2002, 51 (01): : 41 - 42
  • [36] Reduction in Resource Consumption to Enhance Cooperation in MANET Using Compressive Sensing
    Akhtar, Md. Amir Khusru
    Sahoo, G.
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2, 2016, 44 : 169 - 183
  • [37] Resource Allocation Based on Task Priority and Resource Consumption in Edge Computing
    Araujo, Guilherme Alves
    Bezerra, Sandy Ferreira da Costa
    da Rocha, Atslands Rego
    JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2024, 15 (01) : 360 - 379
  • [38] A Computation Offloading and Resource Allocation Mechanism Based on Minimizing Devices Energy Consumption and System Delay
    Dai M.
    Liu Z.
    Guo S.
    Shao S.
    Qiu X.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2019, 41 (11): : 2684 - 2690
  • [39] A Computation Offloading and Resource Allocation Mechanism Based on Minimizing Devices Energy Consumption and System Delay
    Dai Meiling
    Liu Zhoubin
    Guo Shaoyong
    Shao Sujie
    Qiu Xuesong
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (11) : 2684 - 2690
  • [40] Resource allocation in two-tier small-cell networks with energy consumption constraints
    Jiao, Libo
    Yin, Hao
    Guo, Dongchao
    Huang, Haojun
    Gao, Qin
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2020, 13 (01) : 1 - 15