Service provisioning in virtualization-based Cloud computing: Modeling and optimization

Jun Huang, Yanbing Liu, Qiang Duan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Abstract

Cloud computing is an emerging computing paradigm that may change the way how information services are provisioned. Network virtualization plays a crucial role in a Cloud environment for abstracting and virtualizing various network infrastructures as services. Therefore virtual network services should be integrated with Cloud service to form the composite Cloud service. However, little research has focused on modeling and optimization of network virtualization in Cloud service provisioning to end users. In this paper, we model the Cloud service provisioning feature in virtualization-based Cloud computing, and propose an exact algorithm for QoS-aware service composition to optimize user's experiences for Cloud service access. Our theoretical analysis indicates that the proposed algorithm is light-weighted and cost-effective. We also compare the proposed algorithm against a variant of the best-known QoS routing algorithm experimentally. The results show that the proposed algorithm has better performance both in execution time and finding solution. We believe that the modeling technique and the algorithm presented in this paper are general and effective, thus are applicable to practical Cloud computing systems.

Original languageEnglish (US)
Title of host publication2012 IEEE Global Communications Conference, GLOBECOM 2012
Pages1710-1715
Number of pages6
DOIs
StatePublished - Dec 1 2012
Event2012 IEEE Global Communications Conference, GLOBECOM 2012 - Anaheim, CA, United States
Duration: Dec 3 2012Dec 7 2012

Publication series

NameGLOBECOM - IEEE Global Telecommunications Conference

Other

Other2012 IEEE Global Communications Conference, GLOBECOM 2012
CountryUnited States
CityAnaheim, CA
Period12/3/1212/7/12

Fingerprint

Cloud computing
Quality of service
Information services
Routing algorithms
Virtualization
Composite materials
Chemical analysis
Costs

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Cite this

Huang, J., Liu, Y., & Duan, Q. (2012). Service provisioning in virtualization-based Cloud computing: Modeling and optimization. In 2012 IEEE Global Communications Conference, GLOBECOM 2012 (pp. 1710-1715). [6503361] (GLOBECOM - IEEE Global Telecommunications Conference). https://doi.org/10.1109/GLOCOM.2012.6503361
Huang, Jun ; Liu, Yanbing ; Duan, Qiang. / Service provisioning in virtualization-based Cloud computing : Modeling and optimization. 2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. pp. 1710-1715 (GLOBECOM - IEEE Global Telecommunications Conference).
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Huang, J, Liu, Y & Duan, Q 2012, Service provisioning in virtualization-based Cloud computing: Modeling and optimization. in 2012 IEEE Global Communications Conference, GLOBECOM 2012., 6503361, GLOBECOM - IEEE Global Telecommunications Conference, pp. 1710-1715, 2012 IEEE Global Communications Conference, GLOBECOM 2012, Anaheim, CA, United States, 12/3/12. https://doi.org/10.1109/GLOCOM.2012.6503361

Service provisioning in virtualization-based Cloud computing : Modeling and optimization. / Huang, Jun; Liu, Yanbing; Duan, Qiang.

2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. p. 1710-1715 6503361 (GLOBECOM - IEEE Global Telecommunications Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Huang J, Liu Y, Duan Q. Service provisioning in virtualization-based Cloud computing: Modeling and optimization. In 2012 IEEE Global Communications Conference, GLOBECOM 2012. 2012. p. 1710-1715. 6503361. (GLOBECOM - IEEE Global Telecommunications Conference). https://doi.org/10.1109/GLOCOM.2012.6503361