Title :
Energy-aware VM Allocation on an Opportunistic Cloud Infrastructure
Author :
Diaz, C.O. ; Castro, Hector ; Villamizar, M. ; Pecero, Johnatan E. ; Bouvry, Pascal
Author_Institution :
Comput. Sci. & Commun. Res. Unit, Univ. of Luxembourg, Luxembourg, Luxembourg
Abstract :
UnaCloud is an opportunistic based cloud infrastructure (IaaS) that allows to access on-demand computing capabilities using commodity desktops. Although UnaCloud maximizes the use of idle resources to deploy virtual machines, it does not use energy-efficient resource allocation algorithms. In this paper, we design and develop different energy-aware algorithms to operate in an energy-efficient way and at the same time to guarantee the performance of the UnaCloud users. Performance tests with different algorithms and scenarios using real trace workloads from UnaCloud, show how different policies can change the energy consumption patterns and reduce the energy consumption in the opportunistic cloud infrastructure. The results show that some algorithms can reduce the energy-consumption power up to 30% over the percentage earned by the opportunistic environment.
Keywords :
cloud computing; energy consumption; power aware computing; resource allocation; virtual machines; IaaS; UnaCloud; energy-aware VM allocation; energy-aware algorithm; infrastructure-as-a-service; on-demand computing capability; opportunistic cloud infrastructure; resource allocation algorithm; virtual machines; Cloud computing; Computers; Energy consumption; Resource management; Sorting; Support vector machines; Virtual machining; UnaCloud; cloud computing; desktop grid; green computing; opportunistic cloud;
Conference_Titel :
Cluster, Cloud and Grid Computing (CCGrid), 2013 13th IEEE/ACM International Symposium on
Conference_Location :
Delft
Print_ISBN :
978-1-4673-6465-2
DOI :
10.1109/CCGrid.2013.96