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DeepDive: Transparently Identifying and Managing Performance Interference in Virtualized Environments

Novaković, Dejan and Vasić, Nedeljko and Novaković, Stanko and Kostic, Dejan and Bianchini, Ricardo (2013) DeepDive: Transparently Identifying and Managing Performance Interference in Virtualized Environments. In: The 2013 USENIX Annual Technical Conference (USENIX ATC 2013), 26 - 28 June 2013, San Jose, California, USA.

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Abstract

We describe the design and implementation of DeepDive, a system for transparently identifying and managing performance interference between virtual machines(VMs) co-located on the same physical machine in Infrastructure-as-a-Service cloud environments.DeepDive successfully addresses several important challenges, including the lack of performance information from applications, and the large overhead of detailed interference analysis. We first show that it is possible to use easily-obtainable, low-level metrics to clearly discern when interference is occurring and what resource is causing it. Next, using realistic workloads, we show that DeepDive quickly learns about interference across co-located VMs. Finally, we show DeepDive’s ability to deal efficiently with interference when it is detected, by using a low-overhead approach to identifying a VM placement that alleviates interference.

Item Type: Conference or Workshop Papers (Paper)
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Andrea ISIMINGER
Date Deposited: 21 Nov 2013 12:52
Last Modified: 02 Dec 2014 12:25
URI: http://eprints.networks.imdea.org/id/eprint/627

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