DFEAM: Dynamic feature-oriented energy-aware adaptive modeling

Fumiya Tanaka, Hisazumi Kenji, Akira Fukuda

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

There is an increasing demand for reducing the power consumption in the field of embedded-system development. A development methodology, which can change software's power consumption according to the power consumption of the hardware, can help fulfill this requirement. However, there will be a trade-off between the power consumption and service quality, which must be balanced for efficient operation. In this paper, we propose dynamic feature-oriented energy-aware adaptive modeling (DFEAM), which develops self-adaptive software through model-driven development for achieving a proper balance between the power consumption and quality of service (QoS). In this method, the application itself decides its behavior, according to the power-consumption situation, by linking the feature model describing the variability of the application with the description of its behavior, using the executable and translatable unified modeling language (xtUML). For achieving a satisfactory QoS for variations that are complex and dependent on variable points, a model is created to quantify the QoS values, which is then used as an index of comparison for finding the optimum variation. We conducted case studies on applications with multiple variable points, and evaluated them using the GQM model. The results of the evaluation showed that the adaptation incorporated provided the maximum software quality under the given power limitations, thus verifying the usefulness of the proposed DFEAM method.

本文言語英語
ホスト出版物のタイトルMODELSWARD 2019 - Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development
編集者Slimane Hammoudi, Bran Selic, Luis Ferreira Pires
出版社SciTePress
ページ292-299
ページ数8
ISBN(電子版)9789897583582
出版ステータス出版済み - 1 1 2019
イベント7th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2019 - Prague, チェコ共和国
継続期間: 2 20 20192 22 2019

出版物シリーズ

名前MODELSWARD 2019 - Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development

会議

会議7th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2019
Countryチェコ共和国
CityPrague
Period2/20/192/22/19

All Science Journal Classification (ASJC) codes

  • Software

フィンガープリント 「DFEAM: Dynamic feature-oriented energy-aware adaptive modeling」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル