• DocumentCode
    2014171
  • Title

    Data centers power reduction: A two time scale approach for delay tolerant workloads

  • Author

    Yao, Yuan ; Huang, Longbo ; Sharma, Abhihshek ; Golubchik, Leana ; Neely, Michael

  • Author_Institution
    Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    1431
  • Lastpage
    1439
  • Abstract
    In this work we focus on a stochastic optimization based approach to make distributed routing and server management decisions in the context of large-scale, geographically distributed data centers, which offers significant potential for exploring power cost reductions. Our approach considers such decisions at different time scales and offers provable power cost and delay characteristics. The utility of our approach and its robustness are also illustrated through simulation-based experiments under delay tolerant workloads.
  • Keywords
    computer centres; power aware computing; stochastic programming; data center power reduction; delay tolerant workload; distributed routing decision; power cost reduction; server management decision; stochastic optimization based approach; time scale approach; Delay; Distributed databases; Optimization; Robustness; Routing; Servers; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INFOCOM, 2012 Proceedings IEEE
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-166X
  • Print_ISBN
    978-1-4673-0773-4
  • Type

    conf

  • DOI
    10.1109/INFCOM.2012.6195508
  • Filename
    6195508