A virtual machine repacking in clouds: faster live migration algorithms

Makhlouf Hadji, Paul Laborgère
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引用次数: 4

Abstract

This paper focuses on optimal VM repacking algorithms inphysical infrastructures of Clouds to reduce overall cost andimprove utilization and nd the best tradeo s between theseconicting goals. We investigate algorithms that scale well,minimize SLA violations, converge reasonably fast and pro-vide the best possible tradeo s between the number of usedservers and migrations. These goals lead us to b-matchingalgorithms and a greedy algorithm resolution of a graphicmatroid representation [2] of the repacking problem. A tradi-tional Bin-Packing algorithm [1] is used for comparison andbenchmarks since it provides an upper bound on performance,but it does not scale with problem size.
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云中的虚拟机重新包装:更快的实时迁移算法
本文主要研究如何在云的物理基础设施中优化虚拟机重新包装算法,以降低总体成本和提高利用率,并在这两个相互矛盾的目标之间进行最佳权衡。我们研究的算法可以很好地扩展,最大限度地减少SLA违规,收敛得相当快,并在使用的服务器数量和迁移之间提供最佳的折衷。这些目标导致我们使用b匹配算法和贪心算法来解决重新包装问题的图形矩阵表示[2]。传统的Bin-Packing算法[1]用于比较和基准测试,因为它提供了性能的上限,但它不随问题大小而扩展。
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