• DocumentCode
    3495516
  • Title

    Data center power reduction by heuristic variation-aware server placement and chassis consolidation

  • Author

    Pahlavan, Ali ; Momtazpour, Mahmoud ; Goudarzi, Maziar

  • Author_Institution
    Sharif Univ. of Technol., Tehran, Iran
  • fYear
    2012
  • fDate
    2-3 May 2012
  • Firstpage
    150
  • Lastpage
    155
  • Abstract
    The growth in number of data centers and its power consumption costs in recent years, along with ever increasing process variation in nanometer technologies emphasizes the need to incorporate variation-aware power reduction strategies in early design stages. Moreover, since the power characteristics of identically manufactured servers vary in the presence of process variation, their position in the data center should be optimally determined. In this paper, we introduce two heuristic variation-aware server placement algorithm based on power characteristic of servers and heat recirculation model of data center. In the next step, we utilize an Integer Linear Programming (ILP) based variation-aware chassis consolidation technique to assign tasks to servers such that total power consumption of data center is minimized under obtained server placement. Evaluating the proposed server placement heuristics reveals that up to 14.85% power savings can be achieved under different utilization rates compared to conventional random server placement method.
  • Keywords
    computer centres; integer programming; linear programming; power aware computing; power consumption; data center power reduction; heat recirculation model; heuristic variation-aware server placement algorithm; integer linear programming based variation-aware chassis consolidation technique; nanometer technology; power consumption costs; process variation; server power characteristics; variation-aware power reduction strategies; Cooling; Data models; Heating; Job shop scheduling; Power demand; Servers; Temperature distribution; Power Consumption; Process Variation; Server Placement; Task Assignment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Architecture and Digital Systems (CADS), 2012 16th CSI International Symposium on
  • Conference_Location
    Shiraz, Fars
  • Print_ISBN
    978-1-4673-1481-7
  • Type

    conf

  • DOI
    10.1109/CADS.2012.6316436
  • Filename
    6316436