A time series and reduction based model for QoS prediction of service ontologies

Yunni Xia; Jingjing Lv; Mengchu Zhou; Qingsheng Zhu; Xin Luo

doi:10.1109/ICNSC.2014.6819677

A time series and reduction based model for QoS prediction of service ontologies

Yunni Xia, Jingjing Lv, Mengchu Zhou, Qingsheng Zhu, Xin Luo

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Abstract

In this study, we introduce a dynamic framework to predict the runtime QoS of OWL-S ontologoies by employing an Autoregressive-Moving-Average Model and QoS reduction rules. In the case study of a real-world ontology sample, a comparison between existing approaches and the proposed one is presented and results suggest that the proposed one achieves higher prediction accuracy.

Original language	English (US)
Title of host publication	Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014
Publisher	IEEE Computer Society
Pages	501-506
Number of pages	6
ISBN (Print)	9781479931064
DOIs	https://doi.org/10.1109/ICNSC.2014.6819677
State	Published - 2014
Event	11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014 - Miami, FL, United States Duration: Apr 7 2014 → Apr 9 2014

Publication series

Name	Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014

Other

Other	11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014
Country/Territory	United States
City	Miami, FL
Period	4/7/14 → 4/9/14

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Control and Systems Engineering

Access to Document

10.1109/ICNSC.2014.6819677

Cite this

Xia, Y., Lv, J., Zhou, M., Zhu, Q., & Luo, X. (2014). A time series and reduction based model for QoS prediction of service ontologies. In Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014 (pp. 501-506). Article 6819677 (Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014). IEEE Computer Society. https://doi.org/10.1109/ICNSC.2014.6819677

Xia, Yunni ; Lv, Jingjing ; Zhou, Mengchu et al. / A time series and reduction based model for QoS prediction of service ontologies. Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014. IEEE Computer Society, 2014. pp. 501-506 (Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014).

@inproceedings{09d53b0fcee64d6e9294de2d64c41177,

title = "A time series and reduction based model for QoS prediction of service ontologies",

abstract = "In this study, we introduce a dynamic framework to predict the runtime QoS of OWL-S ontologoies by employing an Autoregressive-Moving-Average Model and QoS reduction rules. In the case study of a real-world ontology sample, a comparison between existing approaches and the proposed one is presented and results suggest that the proposed one achieves higher prediction accuracy.",

author = "Yunni Xia and Jingjing Lv and Mengchu Zhou and Qingsheng Zhu and Xin Luo",

year = "2014",

doi = "10.1109/ICNSC.2014.6819677",

language = "English (US)",

isbn = "9781479931064",

series = "Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014",

publisher = "IEEE Computer Society",

pages = "501--506",

booktitle = "Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014",

address = "United States",

note = "11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014 ; Conference date: 07-04-2014 Through 09-04-2014",

}

Xia, Y, Lv, J, Zhou, M, Zhu, Q & Luo, X 2014, A time series and reduction based model for QoS prediction of service ontologies. in Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014., 6819677, Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014, IEEE Computer Society, pp. 501-506, 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014, Miami, FL, United States, 4/7/14. https://doi.org/10.1109/ICNSC.2014.6819677

A time series and reduction based model for QoS prediction of service ontologies. / Xia, Yunni; Lv, Jingjing; Zhou, Mengchu et al.
Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014. IEEE Computer Society, 2014. p. 501-506 6819677 (Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - A time series and reduction based model for QoS prediction of service ontologies

AU - Xia, Yunni

AU - Lv, Jingjing

AU - Zhou, Mengchu

AU - Zhu, Qingsheng

AU - Luo, Xin

PY - 2014

Y1 - 2014

N2 - In this study, we introduce a dynamic framework to predict the runtime QoS of OWL-S ontologoies by employing an Autoregressive-Moving-Average Model and QoS reduction rules. In the case study of a real-world ontology sample, a comparison between existing approaches and the proposed one is presented and results suggest that the proposed one achieves higher prediction accuracy.

AB - In this study, we introduce a dynamic framework to predict the runtime QoS of OWL-S ontologoies by employing an Autoregressive-Moving-Average Model and QoS reduction rules. In the case study of a real-world ontology sample, a comparison between existing approaches and the proposed one is presented and results suggest that the proposed one achieves higher prediction accuracy.

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DO - 10.1109/ICNSC.2014.6819677

M3 - Conference contribution

AN - SCOPUS:84902365096

SN - 9781479931064

T3 - Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014

SP - 501

EP - 506

BT - Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014

PB - IEEE Computer Society

T2 - 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014

Y2 - 7 April 2014 through 9 April 2014

ER -

Xia Y, Lv J, Zhou M, Zhu Q, Luo X. A time series and reduction based model for QoS prediction of service ontologies. In Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014. IEEE Computer Society. 2014. p. 501-506. 6819677. (Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control, ICNSC 2014). doi: 10.1109/ICNSC.2014.6819677

A time series and reduction based model for QoS prediction of service ontologies

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