• DocumentCode
    251900
  • Title

    Object-Oriented Modelling and Simulation of Air Flow in Data Centres Based on a Quasi-3D Approach for Energy Optimisation

  • Author

    Leva, Alberto ; Mastrandrea, Daniele ; Bonvini, Marco ; Papadopoulos, Alessandro Vittorio

  • Author_Institution
    DEIB, Politec. di Milano, Milan, Italy
  • fYear
    2014
  • fDate
    8-11 Dec. 2014
  • Firstpage
    554
  • Lastpage
    559
  • Abstract
    Cloud computing has recently received considerable attention, as a promising approach for delivering ICT services by improving the utilisation of data centre resources. On the other hand, the increased usage of ICT, jointly with the increased cost of energy, make designing and managing data centres with energy efficient strategies a crucial and strategical problem. In the literature there are many studies based on Computational Fluid Dynamics (CFD) simulation models. While the obtained results are usually very reliable and accurate, the massive use of such models for control design require a large amount of time due to their computational complexity and scarce flexibility. In addition, CFD models are usually quite sensitive to any kind of change to the operating conditions, e.g. When varying the considered load balancing algorithm. In this paper, we propose a modelling and simulation framework suited for control design, that is able to simulate both heating and energy phenomena, and different load balancing strategies in a data centre. The purpose of this work is to provide a tool to perform energy-efficiency targeted studies, providing accurate and reliable results.
  • Keywords
    computational fluid dynamics; computer centres; energy conservation; flow simulation; object-oriented methods; power aware computing; resource allocation; CFD simulation model; air flow simulation; cloud computing; computational fluid dynamics; data centre design; data centre management; data centre resource utilization; energy optimisation; energy phenomenon; heating phenomenon; load balancing algorithm; object-oriented modelling; quasi-3D approach; Atmospheric modeling; Computational fluid dynamics; Computational modeling; Data models; Load modeling; Object oriented modeling; Servers; Data Centres; Energy Optimisation; Object-Oriented Modelling and Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Utility and Cloud Computing (UCC), 2014 IEEE/ACM 7th International Conference on
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1109/UCC.2014.85
  • Filename
    7027552