Skip to Main content Skip to Navigation
Conference papers

Two Are Better Than One: An Algorithm Portfolio Approach to Cloud Resource Management

Abstract : Several different algorithms have been proposed in recent years for the dynamic optimization of resource allocation in virtualized data centers. The proposed methods range from fast and simple heuristics to exact algorithms that yield optimal results but take much longer. This paper suggests an algorithm portfolio approach in which multiple algorithms coexist. Based on continual monitoring and analysis of the state of the data center, the optimization algorithm that is most suitable is chosen on the fly. This way, the balance between optimization quality and reaction time can be tuned adaptively. Empirical results show that this approach leads to improved overall results.
Document type :
Conference papers
Complete list of metadata

Cited literature [42 references]  Display  Hide  Download

https://hal.inria.fr/hal-01677616
Contributor : Hal Ifip <>
Submitted on : Monday, January 8, 2018 - 3:00:59 PM
Last modification on : Tuesday, March 20, 2018 - 2:48:32 PM

File

449571_1_En_8_Chapter.pdf
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Zoltán Mann. Two Are Better Than One: An Algorithm Portfolio Approach to Cloud Resource Management. 6th European Conference on Service-Oriented and Cloud Computing (ESOCC), Sep 2017, Oslo, Norway. pp.93-108, ⟨10.1007/978-3-319-67262-5_8⟩. ⟨hal-01677616⟩

Share

Metrics

Record views

104

Files downloads

97