A Non-Cooperative Data Center Energy Consumption Optimization Strategy Based on SDN Structure

被引:0
|
作者
Peng HongYu [1 ]
Sun FuJian [2 ]
Wang Kan [3 ]
Hao TianLu [4 ]
Xiao DeQuan [5 ]
Xu LeXi [6 ]
机构
[1] Tang Shan Univ, Dept Comp Sci, Tangshan, Peoples R China
[2] Liulin Automat Equipment Co Ltd, Tangshan, Peoples R China
[3] Natl Energy Conservat Ctr, Beijing, Peoples R China
[4] TangShan Univ, Computat Ctr, Tangshan, Peoples R China
[5] Southwest Jiaotong Univ, Grad Sch Tangshan, Tangshan, Peoples R China
[6] China United Network Commun Corp, Res Inst, Beijing, Peoples R China
关键词
IOT; SDN; DataCenter; Energy Efficiency; Nash Equilibria;
D O I
10.1109/TRUSTCOM53373.2021.00194
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the current high energy consumption problem of the Internet of Things data center, and the static state of the traditional data center network architecture is not convenient to the design and deployment of energy consumption optimization strategies, this paper specifically proposes a new energy consumption optimization strategy under the Software Defined Network (SDN) architecture, the control plane is separated from the data plane. The control plane is divided into two layers, bottom layer and top layer. The bottom layer controllers are uniformly scheduled by the upper layer controller. In order to reduce the computational pressure of the upper-level controller and make full use of the computing power of the bottom level controller, the relationship between the bottom layer controllers in this article is non-cooperative. On this basis, two energy efficiency strategies are designed in this paper. The first one is Strategy For Nash Equilibrium Point (SFNEP). The second one is Strategy For Energy Optimal(SFEO). The target of SFNEP is to search for the Nash Equilibrium Point. The target of SFEO is to gain energy efficiency via running SFNEP. Through extensive simulations, we show that SFEO has a better energy consumption optimization effect than other benchmark strategies. Under ideal condition, energy saving ratio is able to reach 24%.
引用
收藏
页码:1386 / 1390
页数:5
相关论文
共 50 条
  • [21] Coverage and capacity optimization in LTE network based on non-cooperative games
    XU Sen HOU Meng NIU Kai HE Zhiqiang WU Weiling School of Information and Communication EngineeringBeijing University of Posts and TelecommunicationsBeijing China School of Electronic Engineering and AutomationShandong Polytechnic UniversityJinan China
    [J]. TheJournalofChinaUniversitiesofPostsandTelecommunications, 2012, 19 (04) : 14 - 21+42
  • [22] Data Center Server Energy Consumption Optimization Algorithm
    Stamatescu, Iulia
    Ploix, Stephane
    Fagarasan, Ioana
    Stamatescu, Grigore
    [J]. 2018 26TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2018, : 813 - 818
  • [23] Non-cooperative game based congestion control for data rate optimization in vehicular ad hoc networks
    Amer, Hayder
    Al-Kashoash, Hayder
    Khami, Mohammed J.
    Mayfield, Martin
    Mihaylova, Lyudmila
    [J]. AD HOC NETWORKS, 2020, 107 (107)
  • [24] An optimization method of load-shedding strategy based on a multi-user non-cooperative game model
    Zhang J.
    Cui X.
    Xu J.
    Lei M.
    Liu X.
    Xue F.
    [J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2020, 48 (22): : 127 - 134
  • [25] Optimization strategy for minimizing energy consumption of air conditioning terminal system in the Internet data center
    Huang, Xiaofei
    Yan, Junwei
    Zhou, Xuan
    Shen, Ao
    Yang, Zhixian
    [J]. JOURNAL OF BUILDING ENGINEERING, 2024, 96
  • [26] Energy efficiency policy in a non-cooperative world
    Barla, Philippe
    Proost, Stef
    [J]. ENERGY ECONOMICS, 2012, 34 (06) : 2209 - 2215
  • [27] Strategy of Data Manage Center Network Traffic Scheduling Based on SDN
    Li Cong
    Wu Yong-Hao
    [J]. 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2017, : 29 - 34
  • [28] Is self-deception an effective non-cooperative strategy?
    Eric Funkhouser
    [J]. Biology & Philosophy, 2017, 32 : 221 - 242
  • [29] Nash equilibrium strategy for fuzzy non-cooperative games
    Li Cunlin
    Zhang Qiang
    [J]. FUZZY SETS AND SYSTEMS, 2011, 176 (01) : 46 - 55
  • [30] Is self-deception an effective non-cooperative strategy?
    Funkhouser, Eric
    [J]. BIOLOGY & PHILOSOPHY, 2017, 32 (02) : 221 - 242