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QoS-Aware Virtual Machine Consolidation in Cloud Datacenter

Authors: Mohammad Alaul Haque Monil; Allen D. Malony;

QoS-Aware Virtual Machine Consolidation in Cloud Datacenter

Abstract

With the rapid growth of the cloud industry in recent years, energy consumption of warehouse-scale datacenters has become a major concern. Energy-aware Virtual Machine consolidation has proven to be one of the most effective solutions for tackling this problem. Among the sub-problems of VM consolidation, VM placement is the trickiest and can be treated as a bin packing problem which is NP-hard, hence, it is logical to apply a heuristic approach. The main challenge of VM consolidation is to achieve a balance between energy consumption and quality of service (QoS). In this research, we evaluate this problem and design a combined strategy using best fit decreasing bin packing method and multi-pass optimization in VM placement for an efficient VM consolidation. We have used CloudSim toolkit to simulate our experiments. To evaluate the performance of the proposed algorithms we used real-world workload traces from thousand VMs. Results demonstrate that our proposed methods outperform other existing methods.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
13
Top 10%
Top 10%
Top 10%
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