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Using Markov-chains to model reliability and QoS for deployed service-based systems

  • Huanyin Yi*
  • , Changhai Jiang
  • , Hai Hu
  • , Kai Yuan Cai
  • , Aditya P. Mathur
  • *此作品的通讯作者
  • Beihang University
  • Purdue University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An approach for modeling Service-based Systems (SBS) is proposed. The approach is intended as an aid for estimating the reliability and Quality of Service (QoS) attributes of an SBS against changes in its atomic services over a deployment period. A Markov-chain model is used to formally capture the status and evolution of an SBS. Service selection policy is considered in the model of the user operational profile to account for its impact on the reliability and QoS of an SBS. Both static and dynamic analysis techniques are used to obtain the estimates of reliability, availability, and the average response time of an SBS. Simulation studies aimed at investigating the effectiveness of the proposed approach are reported.

源语言英语
主期刊名Proceedings - 35th Annual IEEE International Computer Software and Applications Conference Workshops, COMPSACW 2011
356-361
页数6
DOI
出版状态已出版 - 2011
活动35th Annual IEEE International Computer Software and Applications Conference Workshops, COMPSACW 2011 - Munich, 德国
期限: 18 7月 201121 7月 2011

出版系列

姓名Proceedings - International Computer Software and Applications Conference
ISSN(印刷版)0730-3157

会议

会议35th Annual IEEE International Computer Software and Applications Conference Workshops, COMPSACW 2011
国家/地区德国
Munich
时期18/07/1121/07/11

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