dc.contributor.author | CAHILL, VINNY | en |
dc.date.accessioned | 2009-09-17T10:44:32Z | |
dc.date.available | 2009-09-17T10:44:32Z | |
dc.date.created | October | en |
dc.date.issued | 2004 | en |
dc.date.submitted | 2004 | en |
dc.identifier.citation | Jim Dowling and Vinny Cahill., Self-managed decentralised systems using K-Components and collaborative reinforcement learning, Proceedings of 1st ACM SIGSOFT Workshop on Self-Managed Systems (WOSS '04),, 1st ACM SIGSOFT Workshop on Self-Managed Systems (WOSS '04),, Newport Beach, CA, USA, October, ACM, 2004, 39-43 | en |
dc.identifier.other | Y | en |
dc.description | PUBLISHED | en |
dc.description | Newport Beach, CA, USA | en |
dc.description | Workshop on Self-healing systems | en |
dc.description.abstract | Components in a decentralised system are faced with uncertainty as how to best adapt to a changing environment to
maintain or optimise system performance. How can individual components learn to adapt to recover from faults in an
uncertain environment? How can a decentralised system coordinate the adaptive behaviour of its components to realise
system optimisation goals given problems establishing consensus in dynamic environments? This paper introduces a
self-adaptive component model, called K-Components, that
enables individual components adapt to a changing environment and a decentralised coordination model, called collaborative reinforcement learning, that enables groups of components to learn to collectively adapt their behaviour to establish and maintain system-wide properties in a changing
environment. | en |
dc.format.extent | 39-43 | en |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | en |
dc.publisher | ACM | en |
dc.rights | Y | en |
dc.subject | Computer Science | en |
dc.title | Self-managed decentralised systems using K-Components and collaborative reinforcement learning | en |
dc.title.alternative | Proceedings of 1st ACM SIGSOFT Workshop on Self-Managed Systems (WOSS '04), | en |
dc.title.alternative | 1st ACM SIGSOFT Workshop on Self-Managed Systems (WOSS '04), | en |
dc.type | Conference Paper | en |
dc.type.supercollection | scholarly_publications | en |
dc.type.supercollection | refereed_publications | en |
dc.identifier.peoplefinderurl | http://people.tcd.ie/vjcahill | en |
dc.identifier.rssinternalid | 61211 | en |
dc.identifier.rssuri | http://www.cs.tcd.ie/publications/tech-reports/reports.04/TCD-CS-2004-47.pdf | en |
dc.identifier.uri | http://hdl.handle.net/2262/32827 | |