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Genetic Programming for Workload Balancing in the Comcute Grid System

Abstract

A genetic programming paradigm is implemented for reliability optimization in the Comcute grid system design. Chromosomes are generated as the program functions and then genetic operators are applied for finding Pareto-suboptimal task assignment and scheduling. Results are compared with outcomes obtained by an adaptive evolutionary algorithm.

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Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Title of issue:
Grid and Volunteer Computing strony 97 - 115
Language:
English
Publication year:
2012
Bibliographic description:
Balicki J., Korłub W., Paluszak J., Zacniewski A.: Genetic Programming for Workload Balancing in the Comcute Grid System // Grid and Volunteer Computing/ ed. eds. J.Balicki, H.Krawczyk, E.Nawarecki Gdańsk: GUT, 2012, s.97-115
Verified by:
Gdańsk University of Technology

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