Traffic Aware Cross-Site Virtual Machine Migration in Future Mobile Cloud Computing

被引:0
|
作者
Jiaqiang Liu
Yong Li
Depeng Jin
Li Su
Lieguang Zeng
机构
[1] Tsinghua University,Room 10–202, Rohm Building
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关键词
VM migration; Mobile cloud computing; Sequence planning;
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学科分类号
摘要
By moving Virtual Machines(VMs) to the sites closest to their users, cross-site VM migration is promising to improve users’ experience. However, when multiple VMs are required to be migrated, an arbitrary migration sequence will possibly congest the inter-site links. To avoid such congestion and also maximize the number of successful migrations, in this paper, we formulate VM migration sequence planning problem as a Mixed Integer Linear Programming(MILP) problem, which considers both inter-VM communication traffic and migration traffic. Due to the high computational complexity to get the optimal results, we further propose a heuristic algorithm referred as MinUti-O to approximate the optimal results with low complexity. The extensive simulation results show that the success ratio achieved by MinUti-O is close to the optimal results with less than 5 % gap under different topology with variation of migration requests and network conditions.
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页码:62 / 71
页数:9
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