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Toward a fuzzy control-based approach to design of self-adaptive software

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Yang ZouAuthors Info & Claims

Internetware '10: Proceedings of the Second Asia-Pacific Symposium on Internetware

Article No.: 15, Pages 1 - 4

https://doi.org/10.1145/2020723.2020738

Published: 03 November 2010 Publication History

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Abstract

Self-adaptive software is expected to adjust itself attributes or structures at runtime in response to changes. Aiming at addressing some challenging problems such as difficult mathematically modeling software using the current control theoretical methods, we propose a novel fuzzy-control-based approach to achieve self-adaptive software, which is presented as framework of fuzzy self-adaptive software (FFSAS). In this framework, the general model, the implementation architecture, and the design methodology are put forward and discussed in detail. The fuzzy-control-based approach is evaluated with a news-website case study.

References

[1]

Mary Shaw, "Beyond Objects: A Software Design Paradigm Based on Process Control." ACM Software Engineering Notes, Vol. 20, No. 1, 1995, pp. 27--38.

Digital Library

Google Scholar

[2]

M. M. Kokar, K. Baclawski, and Y. A. Eracar, Control theory-based foundations of self-controlling software. IEEE Intelligent Systems, Vol. 14, No. 3, 1999, pp. 37--45.

Digital Library

Google Scholar

[3]

J. Shen, Q. Wang, and H. Mei, "Self-adaptive Software: Cybernetic Perspective and an Application Server Supported Framework", Proceedings of the 28th Annual International Computer Software and Applications Conference, Sept. 28--30, 2004, Hong Kong.

Digital Library

Google Scholar

[4]

K. M. Passino and S. Yurkovich, Fuzzy Control, Addison-Wesley Longman, Inc., 1997.

Digital Library

Google Scholar

[5]

S. W. Cheng, Rainbow: Cost-Effective Software Architecture-Based Self-Adaptation. Ph.D. Dissertation, Carnegie Mellon University, USA, 2008.

Digital Library

Google Scholar

[6]

OPC Foundation. Data Access Custom Interface Standard Version 2.04 {Online}. September 5, 2000, http://www.OPCFoundation.org.

Google Scholar

[7]

G. Heineman, P. Calnan, B. Kurtz, and et. al. Active interface development environment (AIDE). http://www.cs.wpi.edu/heineman/dasada/.

Google Scholar

Cited By

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Jiang QZhou XWang RDing WChu YTang SJia XXu X(2022)Intelligent monitoring for infectious diseases with fuzzy systems and edge computingApplied Soft Computing10.1016/j.asoc.2022.108835123:COnline publication date: 1-Jul-2022
https://dl.acm.org/doi/10.1016/j.asoc.2022.108835
Saputri TLee S(2020)The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature ReviewIEEE Access10.1109/ACCESS.2020.30360378(205948-205967)Online publication date: 2020
https://doi.org/10.1109/ACCESS.2020.3036037
Alyari RKarimpour JIzadkhah H(2019)Specifying a New Requirement Model for Secure Adaptive SystemsThe Computer Journal10.1093/comjnl/bxz12463:8(1148-1167)Online publication date: 26-Dec-2019
https://doi.org/10.1093/comjnl/bxz124
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Toward a fuzzy control-based approach to design of self-adaptive software
1. Software and its engineering

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Published In

Internetware '10: Proceedings of the Second Asia-Pacific Symposium on Internetware

November 2010

159 pages

ISBN:9781450306942

DOI:10.1145/2020723

Conference Chairs:
Hong Mei,
Jian Lv,
Program Chairs:
Xuandong Li,
Zhi Jin

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SIGSOFT: ACM Special Interest Group on Software Engineering

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Association for Computing Machinery

New York, NY, United States

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Published: 03 November 2010

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Internetware 2010: The Second Asia-Pacific Symposium on Internetware

November 3 - 4, 2010

Suzhou, China

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Jiang QZhou XWang RDing WChu YTang SJia XXu X(2022)Intelligent monitoring for infectious diseases with fuzzy systems and edge computingApplied Soft Computing10.1016/j.asoc.2022.108835123:COnline publication date: 1-Jul-2022
https://dl.acm.org/doi/10.1016/j.asoc.2022.108835
Saputri TLee S(2020)The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature ReviewIEEE Access10.1109/ACCESS.2020.30360378(205948-205967)Online publication date: 2020
https://doi.org/10.1109/ACCESS.2020.3036037
Alyari RKarimpour JIzadkhah H(2019)Specifying a New Requirement Model for Secure Adaptive SystemsThe Computer Journal10.1093/comjnl/bxz12463:8(1148-1167)Online publication date: 26-Dec-2019
https://doi.org/10.1093/comjnl/bxz124
Moreno GSchmerl BGarlan DAndersson JWeyns D(2018)SWIMProceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems10.1145/3194133.3194163(137-143)Online publication date: 28-May-2018
https://dl.acm.org/doi/10.1145/3194133.3194163
Zhang XYang QXing JHan D(2016)Recognizing Voice-Based Requirements to Drive Self-Adaptive Software Systems2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC)10.1109/COMPSAC.2016.176(534-539)Online publication date: Jun-2016
https://doi.org/10.1109/COMPSAC.2016.176
Yang QTao XXie HXing JSong WMei HLv JZhou MZhang C(2014)FuAET: a tool for developing fuzzy self-adaptive software systemsProceedings of the 6th Asia-Pacific Symposium on Internetware10.1145/2677832.2677840(54-63)Online publication date: 17-Nov-2014
https://dl.acm.org/doi/10.1145/2677832.2677840
Yang QLv JTao XMa XXing JSong W(2013)Fuzzy Self-Adaptation of Mission-Critical Software Under UncertaintyJournal of Computer Science and Technology10.1007/s11390-013-1321-928:1(165-187)Online publication date: 1-Feb-2013
https://doi.org/10.1007/s11390-013-1321-9
Yang QLu JXing JTao XHu HZou Y(2011)Fuzzy Control-Based Software Self-AdaptationProceedings of the 2011 IEEE 35th Annual Computer Software and Applications Conference Workshops10.1109/COMPSACW.2011.13(13-18)Online publication date: 18-Jul-2011
https://dl.acm.org/doi/10.1109/COMPSACW.2011.13

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Control Strategies for Self-Adaptive Software Systems

FuAET: a tool for developing fuzzy self-adaptive software systems

Fuzzy Control-Based Software Self-Adaptation: A Case Study in Mission Critical Systems

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Control Strategies for Self-Adaptive Software Systems

FuAET: a tool for developing fuzzy self-adaptive software systems

Fuzzy Control-Based Software Self-Adaptation: A Case Study in Mission Critical Systems

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