A Genetic Programming Approach to Distributed QoS-Aware Web Service Composition
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Yu:2014:CECe,
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title = "A Genetic Programming Approach to Distributed
{QoS}-Aware Web Service Composition",
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author = "Yang Yu and Hui Ma and Mengjie Zhang",
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pages = "1840--1846",
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booktitle = "Proceedings of the 2014 IEEE Congress on Evolutionary
Computation",
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year = "2014",
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month = "6-11 " # jul,
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editor = "Carlos A. {Coello Coello}",
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address = "Beijing, China",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, Genetic programming, Parallel and
Distributed Evolutionary Computation in the Cloud Era",
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DOI = "doi:10.1109/CEC.2014.6900416",
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abstract = "Web service composition has emerged as a promising
technique for building complex web applications, thus
supporting business-to-business and enterprise
application integration. Nowadays there are increasing
numbers of web services are distributed across the
Internet. For a given service request there are many
ways of service composition that can meet the service
functional requirements (inputs and outputs) but have
different qualities of Services (QoS), like response
time or execution cost. QoS-aware web service
composition seeks to find a service composition with
optimised QoS properties. Genetic Programming is an
efficient tool for tacking such optimisation problems
efficiently. This paper proposes a novel GP-based
approach for distributed web service composition where
multiple QoS constraints are considered simultaneously.
A series of experiments have been conducted to evaluate
the proposed approach with test data. The results show
that our approach is efficient and effective to find a
near-optimal service composition solution in the
context of distributed service environment.",
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notes = "Estimates response time (latency) using GNP global
network positioning of of web server. GP tree composed
of sequence, choice, parallel loop with leafs being
atomic web services. Pop 50, generations
500.
WCCI2014",
- }
Genetic Programming entries for
Yang Yu
Hui Ma
Mengjie Zhang
Citations