JOURNAL ARTICLE

QoS-aware service composition in multi-network environment based on genetic algorithm

Abstract

QoS-aware service composition is one of the most important technologies in SOA. The aim is to compose a new service with the best QoS under the user constraints by a set of atomic services. There are a lot of researches on this topic in recent years. But most of them did not take the effect of the multi-network environment into account and the algorithms took much time when the number of the service candidates was large. In this paper, we present a service composition model in multi-network environment and solve the problem by employing genetic algorithm (GA) within acceptable time. Our approach provides a fast way to find the best solution for QoS-aware service composition in multi-network environment. The experimental results show that our method achieves better performance than other approaches.

Keywords:
Quality of service Computer science Service composition Service (business) Genetic algorithm Distributed computing Mobile QoS Set (abstract data type) Composition (language) Computer network Algorithm Service provider Machine learning

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Topics

Service-Oriented Architecture and Web Services
Physical Sciences →  Computer Science →  Information Systems
Advanced Software Engineering Methodologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Distributed systems and fault tolerance
Physical Sciences →  Computer Science →  Computer Networks and Communications

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Journal:   Proceedings - International Computer Software & Applications Conference Year: 2007 Pages: 361-367
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