TY - GEN
T1 - An energy efficient virtual machine placement algorithm with balanced resource utilization
AU - Huang, Wei
AU - Li, Xin
AU - Qian, Zhuzhong
PY - 2013
Y1 - 2013
N2 - Virtualization is a key technology for resource sharing in IaaS/PaaS cloud infrastructures. One primary issue in virtualization is the virtual machine placement (VMP) problem, which is to choose proper physical machine (PM) to deploy virtual machines (VMs) in runtime. In this paper, we study the VMP problem with the goal of minimizing the total energy consumption. We first present a multi-dimensional space partition model to characterize the resource usage states of PMs. Based on this model, we then propose a virtual machine placement algorithm, which can balance the utilization of multi-dimensional resources, reduce the number of running PMs and thus lower down the energy consumption. We also evaluate our proposed balanced algorithm via extensive simulations. Simulation results show that our approach can save as much as 15% energy compared to the first fit algorithm over a long run.
AB - Virtualization is a key technology for resource sharing in IaaS/PaaS cloud infrastructures. One primary issue in virtualization is the virtual machine placement (VMP) problem, which is to choose proper physical machine (PM) to deploy virtual machines (VMs) in runtime. In this paper, we study the VMP problem with the goal of minimizing the total energy consumption. We first present a multi-dimensional space partition model to characterize the resource usage states of PMs. Based on this model, we then propose a virtual machine placement algorithm, which can balance the utilization of multi-dimensional resources, reduce the number of running PMs and thus lower down the energy consumption. We also evaluate our proposed balanced algorithm via extensive simulations. Simulation results show that our approach can save as much as 15% energy compared to the first fit algorithm over a long run.
UR - http://www.scopus.com/inward/record.url?scp=84885408809&partnerID=8YFLogxK
U2 - 10.1109/IMIS.2013.59
DO - 10.1109/IMIS.2013.59
M3 - 会议稿件
AN - SCOPUS:84885408809
SN - 9780769549743
T3 - Proceedings - 7th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2013
SP - 313
EP - 319
BT - Proceedings - 7th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2013
T2 - 7th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2013
Y2 - 3 July 2013 through 5 July 2013
ER -
