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QoS Aware Classification of Composite Web Services Using Rough Approximation

Chakhar, Salem, Abubahia, Ahmed ORCID: https://orcid.org/0000-0002-1775-7208 and Bin Iqdara, Farok (2021) QoS Aware Classification of Composite Web Services Using Rough Approximation. In: Saad, I., Rosenthal-Sabroux, C., Gargouri, F. and Arduin, P. E., (eds.) Information and Knowledge Systems. Digital Technologies, Artificial Intelligence and Decision Making. ICIKS 2021. Lecture Notes in Business Information Processing (425). Springer

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A typical Web service composition approach contains four phases: (1) construction of the compositions, (2) generation of executable plans, (3) classification of executable plans, and (4) selection and deployment of the best executable plan. This paper adopts and extends a graph based composition approach by using a more reliable classification method, namely Dominance-based Rough Set Approach (DRSA). This method is very suitable to take into account the Quality of Service (QoS) aspects in Web service composition. The paper also illustrates the application of the DRSA on a set of composite Web services and evaluates its performance.

Item Type: Book Section
Status: Published
DOI: https://doi.org/10.1007/978-3-030-85977-0_12
School/Department: School of Science, Technology and Health
URI: https://ray.yorksj.ac.uk/id/eprint/7935

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