eco-IDC: Trade Delay for Energy Cost with Service Delay Guarantee for Internet Data Centers

被引:9
|
作者
Luo, Jianying [1 ]
Rao, Lei [2 ]
Liu, Xue [2 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2] McGill Univ, Sch Comp Sci, Montreal, PQ, Canada
基金
美国国家科学基金会;
关键词
D O I
10.1109/CLUSTER.2012.23
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing services are becoming integral part of people's daily life. These services are supported by Internet data centers (IDCs). As demand for cloud computing services soars, energy consumed by IDCs is skyrocketing. This paper studies an energy management problem - how to minimize energy cost for IDCs in deregulated electricity markets. While several existing works handle this problem by leveraging spatial diversity of electricity price, little has been done to address the temporal uncertainty in electricity price and arriving workload. This paper proposes a novel two-stage design and the eco-IDC (Energy Cost Optimization-IDC) algorithm to exploit temporal diversity of electricity price and dynamically schedule workload to execute on IDC servers through an input queue. Extensive evaluation experiments are performed to demonstrate that the proposed approach significantly reduces energy cost for IDCs, and guarantees a service delay bound for user requests.
引用
收藏
页码:45 / 53
页数:9
相关论文
共 39 条
  • [1] An energy efficiency and delay guarantee service selection protocol in MANET
    Drira Rekik, Jihen
    Baccouche, Leila
    Ben Ghezala, Henda
    [J]. 2012 16TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (MELECON), 2012, : 498 - 501
  • [2] Cost minimization method with service delay assurance in hybrid green cloud data centers
    Huang, Xiaodong
    Duanmu, Shuaifei
    Bi, Jing
    Yuan, Haitao
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2021, 27 (08): : 2416 - 2425
  • [3] Performance-Energy Trade-Off in Data Centers: Impact of Switching Delay
    Lu, Xiaohua
    Aalto, Samuli
    Lassila, Pasi
    [J]. 2013 22ND ITC SPECIALIST SEMINAR ON ENERGY EFFICIENT AND GREEN NETWORKING (SSEEGN), 2013, : 50 - 55
  • [4] Temporal Load Balancing with Service Delay Guarantees for Data Center Energy Cost Optimization
    Luo, Jianying
    Rao, Lei
    Liu, Xue
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (03) : 775 - 784
  • [5] Energy cost minimization with job security guarantee in Internet data center
    Li, Zhongjin
    Ge, Jidong
    Li, Chuanyi
    Yang, Hongji
    Hu, Haiyang
    Luo, Bin
    Chang, Victor
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 73 : 63 - 78
  • [6] To Migrate or to Wait: Delay-Cost Tradeoff for Cloud Data Centers
    Wang, Xiumin
    Chen, Xiaoming
    Yuen, Chau
    Wu, Weiwei
    Wang, Wei
    [J]. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), 2014, : 2314 - 2319
  • [7] Distributed Coordination of Internet Data Centers for Energy Cost Minimization
    Lin, Shifeng
    Xu, Yinliang
    [J]. 2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1460 - 1464
  • [8] Modeling and Comparison of Delay and Energy Cost of IoT Data Transfers
    Krug, Silvia
    O'Nils, Mattias
    [J]. IEEE ACCESS, 2019, 7 : 58654 - 58675
  • [9] Delay-cost tradeoff for virtual machine migration in cloud data centers
    Wang, Xiumin
    Chen, Xiaoming
    Yuen, Chau
    Wu, Weiwei
    Zhang, Meng
    Zhan, Cheng
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 78 : 62 - 72
  • [10] Electricity Cost Management for Cloud Data Centers under Diverse Delay Constraints
    Fan, Yuqi
    Xia, Yongfeng
    Liu, Yuheng
    Yuan, Xiaohui
    [J]. 2016 IEEE 3RD INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (CSCLOUD), 2016, : 12 - 19