DocumentCode
2443704
Title
A Distributed Resource Evolutionary Algorithm Machine (DREAM)
Author
Paechter, B. ; Bäck, Thomas ; Schoenauer, Marc ; Sebag, Michele ; Eiben, A.E. ; Merelo, J.J. ; Fogarty, T.C.
Author_Institution
Napier Univ., Edinburgh, UK
Volume
2
fYear
2000
fDate
2000
Firstpage
951
Abstract
This paper describes a project funded by the European Commission which seeks to provide the technology and software infrastructure necessary to support the next generation of evolving infohabitants in a way that makes that infrastructure universal, open and scalable. The Distributed Resource Evolutionary Algorithm Machine (DREAM) will use existing hardware infrastructure in a more efficient manner, by utilising otherwise unused CPU time. It will allow infohabitants to co-operate, communicate, negotiate and trade; and emergent behaviour is expected to result. It is expected that there will be an emergent economy that results from the provision and use of CPU cycles by infohabitants and their owners. The DREAM infrastructure will be evaluated with new work on distributed data mining, distributed scheduling and the modelling of economic and social behaviour
Keywords
data mining; distributed programming; evolutionary computation; resource allocation; scheduling; DREAM; Distributed Resource Evolutionary Algorithm Machine; co-operation; communication; distributed data mining; distributed scheduling; economic behaviour modelling; emergent behaviour; emergent economy; evolving infohabitants; hardware infrastructure; negotiation; social behaviour modelling; software infrastructure; trading; unused CPU time; Biological cells; Data mining; Ecosystems; Environmental economics; Evolutionary computation; Hardware; Home appliances; Humans; Internet; Scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2000. Proceedings of the 2000 Congress on
Conference_Location
La Jolla, CA
Print_ISBN
0-7803-6375-2
Type
conf
DOI
10.1109/CEC.2000.870746
Filename
870746
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