Services utility prediction on a cloud

Wei Tek Tsai, Peide Zhong, Janaka Balasooriya, Yinong Chen, Xiaoying Bai

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

3 Citations (Scopus)

Abstract

Cloud computing and Software-as-a-Service (SaaS) are being widely applied. In the near future, there will be many cloud services providing similar services. One of the issues is to dispatch service requests to available services dynamically so that service requests can be served in the most effective and efficient way. This paper proposes an algorithm that efficiently serves requests for services by predicting the number of services needed. Furthermore, a cloud architectural framework to support the algorithm and prediction model is introduced. The paper also presents a simulation study to validate the algorithm proposed.

Original languageEnglish (US)
Title of host publicationProceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011
DOIs
StatePublished - 2011
Event2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011 - Irvine, CA, United States
Duration: Dec 12 2011Dec 14 2011

Other

Other2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011
CountryUnited States
CityIrvine, CA
Period12/12/1112/14/11

Fingerprint

Cloud computing

Keywords

  • Cloud computing
  • Prediction
  • Service
  • software-as-a-service (SaaS)

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications

Cite this

Tsai, W. T., Zhong, P., Balasooriya, J., Chen, Y., & Bai, X. (2011). Services utility prediction on a cloud. In Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011 [6166247] https://doi.org/10.1109/SOCA.2011.6166247

Services utility prediction on a cloud. / Tsai, Wei Tek; Zhong, Peide; Balasooriya, Janaka; Chen, Yinong; Bai, Xiaoying.

Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011. 2011. 6166247.

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

Tsai, WT, Zhong, P, Balasooriya, J, Chen, Y & Bai, X 2011, Services utility prediction on a cloud. in Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011., 6166247, 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011, Irvine, CA, United States, 12/12/11. https://doi.org/10.1109/SOCA.2011.6166247
Tsai WT, Zhong P, Balasooriya J, Chen Y, Bai X. Services utility prediction on a cloud. In Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011. 2011. 6166247 https://doi.org/10.1109/SOCA.2011.6166247
Tsai, Wei Tek ; Zhong, Peide ; Balasooriya, Janaka ; Chen, Yinong ; Bai, Xiaoying. / Services utility prediction on a cloud. Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011. 2011.
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