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
  • [41] Resource allocation in two-tier small-cell networks with energy consumption constraints
    Libo Jiao
    Hao Yin
    Dongchao Guo
    Haojun Huang
    Qin Gao
    Peer-to-Peer Networking and Applications, 2020, 13 : 1 - 15
  • [42] Minimization of Energy Using Heuristic Resource Allocation and Migration for Cloud Computing
    Manjunatha, S.
    Suresh, L.
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2021, 12 (01) : 74 - 83
  • [43] Energy Efficient Resource Allocation in Cloud Environment Using Metaheuristic Algorithm
    Singhal, Saurabh
    Gupta, Nakul
    Berwal, Parveen
    Naveed, Quadri Noorulhasan
    Lasisi, Ayodele
    Wodajo, Anteneh Wogasso
    IEEE ACCESS, 2023, 11 : 126135 - 126146
  • [44] Energy Resource Allocation for Green FiWi Network Using Ensemble Learning
    Gupta, Akshita
    Gupta, Halwai Sakshi
    Bohara, Vivek Ashok
    Srivastava, Anand
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2022, 6 (03): : 1723 - 1738
  • [45] Energy conservation in the refrigeration system through improvement of Coefficient of Performance and power consumption reduction using Nanofluids
    Jeyakumar, Nagarajan
    Uthranarayan, C.
    Narayanasamy, Bose
    INTERNATIONAL JOURNAL OF AMBIENT ENERGY, 2019, 43 (01) : 1120 - 1126
  • [46] Resource Allocation in Vibration Energy Harvesters
    Radhakrishna, Ujwal
    Yang, Yuechen
    Shin, Abraham
    Lang, Jeffrey H.
    JOURNAL OF MICROELECTROMECHANICAL SYSTEMS, 2021, 30 (05) : 744 - 750
  • [47] Reduction Of Energy Consumption in NoC Through The Application Of Novel Encoding Techniques
    Vakulabharanam, Ramakrishna
    2021 18TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE 2021), 2021,
  • [48] Variables Reduction in Sequential Resource Allocation Problems
    Hinz, Juri
    Vargiolu, Tiziano
    APPLIED SYSTEM INNOVATION, 2020, 3 (02) : 1 - 20
  • [49] Reduction mammaplasty and resource allocation-response
    McEwan, Chris
    Morgan, Sue
    NEW ZEALAND MEDICAL JOURNAL, 2013, 126 (1377) : 79 - 80
  • [50] Resource Allocation for Heterogeneous Traffic with Power Consumption Constraints
    Fountoulakis, Emmanouil
    Pappas, Nikolaos
    Ephremides, Anthony
    IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021), 2021,