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Multi-QoS aware automatic service composition

Authors :
Xi Qian
Tian Wang
Xiaoming Wu
Cheng Zeng
Source :
Wuhan University Journal of Natural Sciences. 19:307-314
Publication Year :
2014
Publisher :
Springer Science and Business Media LLC, 2014.

Abstract

Almost all current automatic service composition (ASC) algorithms consider only single nonfunctional requirements, namely quality of service (QoS), which cannot satisfy the real application. This paper proposes MAT (multi-QoS aware top-K ASC) algorithm to realize the high-efficiency exploring and ranking of composition scheme by synthesizing more nonfunctional goals. MAT algorithm explores composition schemes by the skyline technique based on tape model and ranks these schemes by a modified binary tree. Using Web service challenge (WSC) 2009 dataset, we verify the performance of MAT algorithm and the experimental result is even close to the current fastest ASC algorithm considering only single QoS.

Details

ISSN :
19934998 and 10071202
Volume :
19
Database :
OpenAIRE
Journal :
Wuhan University Journal of Natural Sciences
Accession number :
edsair.doi...........643e69ae45012e9661ad84041a704218
Full Text :
https://doi.org/10.1007/s11859-014-1018-0