A Hayekian self-organization approach to service allocation in computing systems
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Tipus de documentArticle
Data publicació2005
EditorElsevier
Condicions d'accésAccés obert
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Abstract
Future ‘on-demand’ computing systems, often depicted as potentially large scale and complex Service-Oriented Architectures, will need
innovative management approaches for controlling and matching services demand and supply. Centralized optimization approaches reach
their bounds with increasing network size and number of nodes. The search for decentralized approaches has led to build on self-organization
concepts like Autonomic Computing, which draw their inspiration from Biology. This article shows how an alternative self-organization
concept from Economics, the Catallaxy concept of F.A. von Hayek, can be realized for allocating service supply and demand in a distributed
"on-demand" web services network. Its implementation using a network simulator allows evaluating the approach against a centralized
resource broker, by dynamically varying connection reliability and node density in the network. Exhibiting Autonomic Computing
properties, the Catallaxy realization outperforms a centralized broker in highly dynamic environments.
CitacióEymann, T; Freitag, F; Navarro, L; Ardaiz, O; Artigas, P. A Hayekian self-organization approach to service allocation in computing systems. A: Advanced Engineering Informatics, 2005, vol. 19, p. 223-233
ISSN1474-0346
Versió de l'editorhttp://dx.doi.org/10.1016/j.aei.2005.05.014
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