Title :
An energy aware framework for virtual machine placement in cloud federated data centres
Author :
Dupont, Corentin ; Giuliani, Giovanni ; Hermenier, Fabien ; Schulze, Thomas ; Somov, Andrey
Author_Institution :
Create-NETm, Trento, Italy
Abstract :
Data centres are powerful ICT facilities which constantly evolve in size, complexity, and power consumption. At the same time users´ and operators´ requirements become more and more complex. However, existing data centre frameworks do not typically take energy consumption into account as a key parameter of the data centre´s configuration. To lower the power consumption while fulfilling performance requirements we propose a flexible and energy-aware framework for the (re)allocation of virtual machines in a data centre. The framework, being independent from the data centre management system, computes and enacts the best possible placement of virtual machines based on constraints expressed through service level agreements. The framework´s flexibility is achieved by decoupling the expressed constraints from the algorithms using the Constraint Programming (CP) paradigm and programming language, basing ourselves on a cluster management library called Entropy. Finally, the experimental and simulation results demonstrate the effectiveness of this approach in achieving the pursued energy optimization goals.
Keywords :
cloud computing; computer centres; constraint handling; energy consumption; virtual machines; Entropy; ICT facilities; cloud federated data centres; cluster management library; constraint programming paradigm; data centre frameworks; data centre management system; energy aware framework; energy consumption; energy-aware framework; power consumption; programming language; virtual machine placement; virtual machines; Calculators; Computational modeling; Energy efficiency; Entropy; Measurement; Programming; Servers; Cloud Computing; Constraint Programming; Data Centre; Energy Efficiency; Resource Management; Service Level Agreement; Virtualization;
Conference_Titel :
Future Energy Systems: Where Energy, Computing and Communication Meet (e-Energy), 2012 Third International Conference on
Conference_Location :
Madrid