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Conference Papers Year : 2024

SLACKVM: Packing Virtual Machines in Oversubscribed Cloud Infrastructures

Abstract

Cloud providers generally expose a large catalog of Virtual Machines (VMs) offers, some being categorized as premium—guaranteeing dedicated resources—and others being hosted in oversubscribed environments, where virtual resources can exceed the physical capabilities of Physical Machines (PMs). The latter strategy is often employed to increase platform utilization, as hosted VMs are unlikely to fully utilize all their allocated resources simultaneously [1]. However, managing mul- tiple oversubscribed VM levels introduces an additional layer of complexity for Cloud providers, often leading them to provision isolated clusters of PMs for each category of offers. In this paper, we introduce SLACKVM, a novel Cloud shared architecture wherein VMs from various oversubscription levels coexist on the same cluster of PMs. In particular, we demonstrate that oversubscription levels can be complementary, meaning they do not saturate the same resource components. By leveraging this complementarity, Cloud providers can couple multiple levels to better consolidate VMs offers onto PMs, and reduce the size of their clusters by up to 9.6%. This resource savings results in both an operational cost reduction and a reduced ecological footprint for Cloud infrastructures, with a limited impact on the Quality of Service (QoS).
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Dates and versions

hal-04636648 , version 1 (05-07-2024)

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  • HAL Id : hal-04636648 , version 1

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Pierre Jacquet, Thomas Ledoux, Romain Rouvoy. SLACKVM: Packing Virtual Machines in Oversubscribed Cloud Infrastructures. 2024 CLUSTER - IEEE International Conference on Cluster Computing, Sep 2024, Kobe, Japan. pp.1-12. ⟨hal-04636648⟩
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