Self-tuning of software systems through goal-based feedback loop control

Peng, Xin; Chen, Bihuan; Yu, Yijun and Zhao, Wenyun (2010). Self-tuning of software systems through goal-based feedback loop control. In: 18th IEEE International Requirements Engineering Conference (RE 2010), 27Sep - 1 Oct 2010, Sydney, Australia.

DOI: https://doi.org/10.1109/RE.2010.22

URL: http://www.re10.org/

Abstract

Quality requirements of a software system cannot be optimally met, especially when it is running in an uncertain and changing environment. In principle, a controller at runtime can monitor the change impact on quality requirements of the system, update the expectations and priorities from the environment, and take reasonable actions to improve the overall satisfaction. In practice, however, existing controllers are mostly designed for tuning low-level performance indicators rather than high-level requirements. By linking the overall satisfaction to a business value indicator as feedback, we propose a control theoretic self-tuning method that can dynamically adjust the tradeoff decisions among different quality requirements. A preference-based reasoning algorithm is involved to configure hard goals accordingly to guide the following architecture reconfiguration.

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About

  • Item ORO ID
  • 33841
  • Item Type
  • Conference or Workshop Item
  • Project Funding Details
  • Funded Project NameProject IDFunding Body
    Not SetNot SetNational Natural Science Foundation of China under Grant No. 90818009
    Not SetNot SetShanghai Committee of Science and Technology, China under Grant No. 08DZ2271800 and 09DZ2272800
    Not SetNot SetShanghai Leading Academic Discipline Project under Grant No. B114
  • Extra Information
  • Published in the Proceedings of the 2010 18th IEEE International Requirements Engineering Conference (RE2010), pp. 104-107 (ISBN 978-0-7695-4162-4).

    Appears in the conference programme under the title: Requirements-driven self-tuning of software systems
  • Keywords
  • control theory; goal reasoning; self-tuning
  • Academic Unit or School
  • Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
    Faculty of Science, Technology, Engineering and Mathematics (STEM)
  • Research Group
  • Centre for Research in Computing (CRC)
  • Copyright Holders
  • © 2010 IEEE
  • Depositing User
  • Danielle Lilly

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