DocumentCode
270619
Title
A hierarchical, topology-aware approach to dynamic data centre management
Author
Keller, GastoÌn ; Tighe, Michael ; Lutfiyya, Hanan ; Bauer, Matthias
Author_Institution
Dept. of Comput. Sci., Univ. of Western Ontario, London, ON, Canada
fYear
2014
fDate
5-9 May 2014
Firstpage
1
Lastpage
7
Abstract
Increasingly, applications are moving into the cloud, which is actually supported by large-scale data centres on the ground. These data centres are complex systems to manage and centralized solutions might not be able to meet the required scale nor make an efficient use of their networks. In this paper, we propose a hierarchical approach to dynamic resource management in data centres, where we leverage the topology of the data centre network to design the management hierarchy. We define a set of aggregate metrics at various levels in the hierarchy to convey system state information to higher management levels, and define managers´ responsibilities and interactions. We evaluate our proposed approach through simulation. Experiments show that this management approach greatly reduces the flow of management data across the data centre network, thus reducing network overhead.
Keywords
cloud computing; computer centres; resource allocation; virtualisation; centralized solutions; complex systems; data centre network; dynamic data centre management; dynamic resource management; hierarchical topology-aware approach; large-scale data centres; manager interactions; manager responsibilities; system state information; Dynamic scheduling; Knowledge based systems; Measurement; Monitoring; Power demand; Resource management; Servers; SLA management; cloud management; data center management; energy management; virtualized infrastructure management;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Operations and Management Symposium (NOMS), 2014 IEEE
Conference_Location
Krakow
Type
conf
DOI
10.1109/NOMS.2014.6838395
Filename
6838395
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