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  A complex adaptive system based on squirrels behaviors for distributed resource allocation
 
 
Titel: A complex adaptive system based on squirrels behaviors for distributed resource allocation
Auteur: Camorlinga, Sergio
Barker, Ken
Verschenen in: Web intelligence and agent systems
Paginering: Jaargang 4 (2006) nr. 1 pagina's 1-23
Jaar: 2006-04-06
Inhoud: This paper introduces new general-purpose Complex Adaptive System (CAS) algorithms that solve the resource allocation problem in distributed systems. These CAS algorithms are based on squirrel natural behaviors and provide a novel CAS metaphor. The CAS Squirrels system is described together with its associated class architecture. A comprehensive set of experiments is carried to corroborate our hypothesis that CAS Squirrel based algorithms provide a efficient resource allocation on a distributed system. The algorithms are based on squirrel hoarding mechanisms. The scalability and reliability obtained from the experiments are maintained across a wide variety of distributed system characteristics. The research work uses the Peer-to-Peer Distributed File System storage resource allocation problem to validate our hypothesis.
Uitgever: IOS Press
Bronbestand: Elektronische Wetenschappelijke Tijdschriften
 
 

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