ADS2 : Anytime Distributed Supervision of Distributed Systems that Face Unreliable or Costly Communication

Cédric Herpson Amal El Fallah Seghrouchni 1 Vincent Corruble 1
1 SMA - Systèmes Multi-Agents
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : Nowadays industrial process are mainly distributed, and their supervision systems are still centralized. Consequently, when communications are disrupted, it slows down or stops the supervision process. To allow the anytime supervision of such systems, we propose a distributed approch based on a multi-agent system where each supervision agent autonomously handles both diagnosis and repair on a given location. We demonstrate the advantage of our proposal and evaluates ADS2 using an industrial case-study. Experiments demonstrate the relevance of our approach with an overall reduction of the supervised system down-time of 34%.
Type de document :
Communication dans un congrès
ECAI 2014: 21st European Conference on Artificial Intelligence, Aug 2014, Prague, Czech Republic. IOS Press, 263, pp.1264, Frontiers in Artificial Intelligence and Applications. 〈10.3233/978-1-61499-419-0-1023〉
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https://hal.archives-ouvertes.fr/hal-01211799
Contributeur : Lip6 Publications <>
Soumis le : lundi 5 octobre 2015 - 17:52:40
Dernière modification le : jeudi 21 mars 2019 - 13:04:50

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Cédric Herpson, Amal El Fallah Seghrouchni, Vincent Corruble. ADS2 : Anytime Distributed Supervision of Distributed Systems that Face Unreliable or Costly Communication. ECAI 2014: 21st European Conference on Artificial Intelligence, Aug 2014, Prague, Czech Republic. IOS Press, 263, pp.1264, Frontiers in Artificial Intelligence and Applications. 〈10.3233/978-1-61499-419-0-1023〉. 〈hal-01211799〉

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