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Automated Control of Multiple Software Goals using Multiple Actuators
Lund Univ, Lund, Sweden.
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0002-1364-8127
Imperial Coll London, London, England.
Univ Chicago, Chicago, USA.
2017 (English)In: ESEC/FSE 2017: PROCEEDINGS OF THE 2017 11TH JOINT MEETING ON FOUNDATIONS OF SOFTWARE ENGINEERING, 2017, p. 373-384Conference paper, Published paper (Refereed)
Abstract [en]

Modern software should satisfy multiple goals simultaneously: it should provide predictable performance, be robust to failures, handle peak loads and deal seamlessly with unexpected conditions and changes in the execution environment. For this to happen, software designs should account for the possibility of runtime changes and provide formal guarantees of the software's behavior. Controltheory is one of the possible design drivers for runtime adaptation, but adopting control theoretic principles often requires additional, specialized knowledge. To overcome this limitation, automatedmethodologies have been proposed to extract the necessary information from experimental data and design a control system for runtime adaptation. These proposals, however, only process one goal at a time, creating a chain of controllers. In this paper, we propose and evaluate the first automated strategy that takes into account multiple goals without separating them into multiple control strategies. Avoiding the separation allows us to tackle a larger class of problems and provide stronger guarantees. We test our methodology's generality with three case studies that demonstrate its broad applicability in meeting performance, reliability, quality, security, and energy goals despite environmental or requirements changes.

Place, publisher, year, edition, pages
2017. p. 373-384
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:mdh:diva-37319DOI: 10.1145/3106237.3106247ISI: 000414279300036Scopus ID: 2-s2.0-85030785615ISBN: 978-1-4503-5105-8 (print)OAI: oai:DiVA.org:mdh-37319DiVA, id: diva2:1159829
Conference
11th Joint Meeting of European Software Engineering Conference (ESEC) / ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE), Paderborn, GERMANY, SEP 04-08, 2017
Available from: 2017-11-23 Created: 2017-11-23 Last updated: 2018-01-05Bibliographically approved

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Papadopoulos, Alessandro

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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
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  • de-DE
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  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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  • asciidoc
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