Joint workload and battery scheduling for data center energy cost minimization

被引:2
|
作者
机构
来源
关键词
Delay tolerant - Effective algorithms - Electricity prices - Energy cost - Heterogeneous services - Internet data centers - Service Level Agreements - Temporal diversity;
D O I
10.1007/978-3-662-45676-7_4
中图分类号
学科分类号
摘要
In practice, some workloads are delay-tolerant, which can be adopted to reduce energy cost of Internet data centers by utilizing the temporal diversity of electricity prices, i.e., executing the workloads when prices are low and delay the workloads when prices are high. To avoid the penalty for violating the service level agreements, heterogeneous service delay guarantees must be provided by Internet data center operators. Moreover, to fully utilize the temporal diversity of electricity prices, energy storage devices are incorporated. Thus, in this chapter, we focus on designing a jointworkload and energy storage schedulingwith heterogeneous service delay guarantees for data center energy cost minimization and propose an effective algorithm to save energy cost. © Springer-Verlag Berlin Heidelberg 2015.
引用
收藏
页码:59 / 78
相关论文
共 50 条
  • [1] Joint Workload and Battery Scheduling with Heterogeneous Service Delay Guarantees for Data Center Energy Cost Minimization
    Yu, Liang
    Jiang, Tao
    Cao, Yang
    Qi, Qi
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2015, 26 (07) : 1937 - 1947
  • [2] Data Center Energy Cost Minimization: a Spatio-Temporal Scheduling Approach
    Luo, Jianying
    Rao, Lei
    Liu, Xue
    2013 PROCEEDINGS IEEE INFOCOM, 2013, : 340 - 344
  • [3] Infrastructure Aware Heterogeneous-Workloads Scheduling for Data Center Energy Cost Minimization
    Haghshenas, Kawsar
    Taheri, Somayyeh
    Goudarzi, Maziar
    Mohammadi, Siamak
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2022, 10 (02) : 972 - 983
  • [4] Energy efficient job scheduling with workload prediction on cloud data center
    Tang, Xiaoyong
    Liao, Xiaoyi
    Zheng, Jie
    Yang, Xiaopan
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2018, 21 (03): : 1581 - 1593
  • [5] Energy efficient job scheduling with workload prediction on cloud data center
    Xiaoyong Tang
    Xiaoyi Liao
    Jie Zheng
    Xiaopan Yang
    Cluster Computing, 2018, 21 : 1581 - 1593
  • [6] Online Energy Budgeting for Cost Minimization in Virtualized Data Center
    Islam, Mohammad A.
    Ren, Shaolei
    Mahmud, A. Hasan
    Quan, Gang
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2016, 9 (03) : 421 - 432
  • [7] Minimization of Costs and Energy Consumption in a Data Center by a Workload-Based Capacity Management
    Da Costa, Georges
    Oleksiak, Ariel
    Piatek, Wojciech
    Salom, Jaume
    Siso, Laura
    ENERGY EFFICIENT DATA CENTERS (E2DC 2014), 2015, 8945 : 102 - 119
  • [8] 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
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 73 : 63 - 78
  • [9] Residential Load Scheduling for Energy Cost Minimization
    Brunelli, Davide
    Tamburini, Luca
    2014 IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON 2014), 2014, : 675 - 682
  • [10] Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells
    Hu, Xiaoxuan
    Li, Peng
    Wang, Kun
    Sun, Yanfei
    Zeng, Deze
    Wang, Xiaoyan
    Guo, Song
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2019, 3 (02): : 397 - 406