cloud computing;
dynamic consolidation;
energy efficiency;
migration time;
VM placement;
SERVER CONSOLIDATION;
ENERGY EFFICIENCY;
PLACEMENT;
HEURISTICS;
ALGORITHMS;
MODEL;
D O I:
10.1002/dac.4319
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
Burst is a common pattern in the user's requirements, which suddenly increases the workload of virtual machines (VMs) and reduces the performance and energy efficiency of cloud computing systems (CCS). Virtualization technology with the ability to migrate VMs attempts to solve this problem. By migration, VMs can be dynamically consolidated to the users' requests. Burst temporarily increases the workload. Ignoring this issue will lead to incorrect decisions regarding the migration of VMs. It increases the number of migrations and Service Level Agreement Violations (SLAVs) due to overload. This may cause waste of resources, increase in energy consumption, and misplaced VMs. Therefore, a burst-aware method for these issues is proposed in this paper. The method consists of two algorithms: one for determining the migration time and the other for the placement of VMs. We use the PlanetLab real dataset and CloudSim simulator to evaluate the performance of the proposed method. The results confirm the advantages of the method regarding performance compared to benchmark methods.
机构:
Jinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
South China Normal Univ, Sch Software, Foshan 588225, Guangdong, Peoples R ChinaJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Li, Jie
Deng, Yuhui
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R ChinaJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Deng, Yuhui
Wang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R ChinaJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Wang, Rui
Zhou, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Columbus State Univ, TSYS Sch Comp Sci, Columbus, GA 31907 USAJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Zhou, Yi
Feng, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Hainan Univ, Sch Comp Sci & Technol, Haikou 570000, Hainan, Peoples R ChinaJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Feng, Hao
Min, Geyong
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h-index: 0
机构:
Univ Exeter, Coll Engn Math & Phys Sci, Dept Comp Sci, Exeter EX4 4QF, EnglandJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
Min, Geyong
Qin, Xiao
论文数: 0引用数: 0
h-index: 0
机构:
Auburn Univ, Dept Comp Sci & Software Engn, Auburn, AL 36849 USAJinan Univ, Dept Comp Sci, Guangzhou 510632, Peoples R China
机构:
Xi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China
Zhang, Weizhan
Chen, Yuxuan
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China
Chen, Yuxuan
Gao, Xiang
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h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China
Gao, Xiang
Mo, Zhichao
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China
Mo, Zhichao
Zheng, Qinghua
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China
Zheng, Qinghua
Lu, Zongqing
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Comp Sci & Engn, University Pk, PA 16802 USAXi An Jiao Tong Univ, Dept Comp Sci & Technol, MOEKLINNS Lab, Xian 710049, Shaanxi, Peoples R China