Work

A Distributed Resource Evolutionary Algorithm Machine (DREAM)

Year: 2002

Type: conference-paper

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.

Source: IEEE Congress on Evolutionary Computation (CEC)

DOI: 10.1109/cec.2000.870746

Authors: B. Paechter, T. Back, M. Schoenauer, M. Sebag, A.E. Eiben, J.J. Merelo, T.C. Fogarty

Institutions: Edinburgh Napier University, Leiden University, École Polytechnique, Universidad de Granada, TU Dortmund University, London South Bank University

Language: English

Topic: Distributed and Parallel Computing Systems

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

OpenAlex ID: W1940643291

FWCI: 3.607

Cites: 9

Cited by: 42

Related to: 10