UNIVERSITY of GLASGOW

Computing at Glasgow University
 
Paper ID: 9397
DCS Tech Report Number: TR-2013-338

S-CORE: Scalable Communication Cost Reduction in Data Center Environments
Tso,F.P. Oikonomou,K. Kavvadia,E. Hamilton,G. Pezaros,D.

Publication Type: Tech Report (internal)
Appeared in: SoCS Technical Report Series
Page Numbers : 10
Publisher: Dept of Computing Science, University of Glasgow
Year: 2013

URL: This publication is available at this URL.

Note: technical report for S-CORE, a distributed network aware virtual migration scheme

Abstract:

Maximizing return-on-investment through efficient resource usage of Data Center (DC) infrastructures is of paramount importance for Cloud service providers. Although a number of networking architectures and routing/flow scheduling protocols have been developed to offer full bisection bandwidth over such topologies, deployment costs and machine virtual- ization can impact the aggregate network load and result in episodes of congestion, especially at the core. In this paper, we propose S- CORE, a scalable Virtual Machine (VM) migration strategy to dynamically allocate VMs to servers so that the overall communication footprint of the active traffic flows is minimized. We first formulate the aggregate VM communication as an optimization problem whose solution minimizes a communication cost function. This optimal yet centralized approach is of high complexity and requires global information, constituting it not scalable for inherently dynamic DC environments. We then define a distributed migration policy based on local information that adapts to dynamic traffic changes and achieves significant communication cost reduction. We evaluate S-CORE over diverse aggregate load, DC topologies, and coordination policies, and we show that it can achieve up to 90% communication cost reduction, while its locality properties can be exploited for other purposes such as energy footprint reduction.

Keywords: Network Aware, Virtual Machine Migration, Data Center, Cloud Computing


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