Title :
An energy efficient resource management method in virtualized cloud environment
Author :
Li, Yanfei ; Wang, Ying ; Yin, Bo ; Guan, Lu
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Energy efficiency of cloud computing attracts a great deal of attention recently more than ever. In this paper, based on the characteristics of virtualized cloud environment and MapReduce workload, an energy efficiency management method called EECLOUD is presented. The method involves two strategies: VM allocation and dynamic VM placement strategies. The VM allocation strategy aims at maximizing an energy utility function making trade-off between job runtime and allocated virtual resources. And the VM placement strategy makes energy-aware scheme to place VMs on servers taking into account both VM duration and resource capacity. Additionally, a dynamic VM-host mapping algorithm is proposed to place VMs to the least amount of physical server, which uses live migration to enhance capacity utilization. The experimental results show that our approach achieves greater energy savings over existing methods.
Keywords :
cloud computing; energy conservation; power aware computing; resource allocation; virtual machines; virtualisation; EECLOUD; MapReduce workload; VM allocation strategy; VM duration; dynamic VM placement strategies; dynamic VM-host mapping algorithm; energy efficient resource management method; energy savings; energy utility function; energy-aware scheme; job runtime; live migration; resource capacity; virtual resource allocation; virtualized cloud environment; Clustering algorithms; Energy consumption; Energy efficiency; Heuristic algorithms; Resource management; Runtime; Servers; Cloud computing; Energy managemet; MapReduce; Virtual machine;
Conference_Titel :
Network Operations and Management Symposium (APNOMS), 2012 14th Asia-Pacific
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-4494-4
Electronic_ISBN :
978-1-4673-4495-1
DOI :
10.1109/APNOMS.2012.6356086