Title :
Energy-Aware Framework for Virtual Machine Consolidation in Cloud Computing
Author :
Zhibo Cao ; Shoubin Dong
Author_Institution :
Sch. of Comput. Sci. & Eng., Guangdong South China Univ. of Technol., Guangzhou, China
Abstract :
Virtual machine (VM) consolidation in Cloud computing environments provides a great opportunity for energy saving. However, the obligation of providing suitable quality of service to end users leads to the necessity in dealing with energy-performance tradeoff. In this paper, we propose a redesigned energy-aware heuristic framework for VM consolidation to achieve a better energy-performance tradeoff. The main contribution of us is a Service Level Agreement (SLA) violation decision algorithm, which is used to decide a host is overload with SLA violation or not. Finally, we have evaluated our framework through simulation on large-scale experiments driven by workload traces from more than a thousand VMs, and the results show that our framework outperforms previous work, which has 11.8%~27% decrease in energy consumption, 57.9%~78.4% decrease in SLA violation, 63.2%~84.1% decrease in energy-performance metric which is a product metric of the energy consumption and SLA violation.
Keywords :
cloud computing; contracts; energy conservation; energy consumption; power aware computing; quality of service; virtual machines; SLA violation decision algorithm; VM consolidation; cloud computing; energy consumption product metric; energy saving; energy-aware heuristic framework; energy-performance metric; energy-performance tradeoff; quality of service; service level agreement; virtual machine consolidation; Cloud computing; Computational modeling; Educational institutions; Energy consumption; Measurement; Servers; Virtual machining; SLA violation; VM consolidation; cloud computing; energy consumption; energy-aware;
Conference_Titel :
High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC_EUC), 2013 IEEE 10th International Conference on
Conference_Location :
Zhangjiajie
DOI :
10.1109/HPCC.and.EUC.2013.271