Fruit Fly Optimization Algorithm for Network-Aware Web Service Composition in the Cloud Article Swipe
Umar Galadima Shehu
,
Ghazanfar Ali Safdar
,
Gregory Epiphaniou
·
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.14569/ijacsa.2016.070201
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.14569/ijacsa.2016.070201
Service Oriented Computing (SOC) provides a framework for the realization of loosely coupled service oriented applications. Web services are central to the concept of SOC. Currently, research into how web services can be composed to yield QoS optimal composite service has gathered significant attention. However, the number and spread of web services across the cloud data centers has increased, thereby increasing the impact of the network on composite service performance experienced by the user. Recently, QoS-based web service composition techniques focus on optimizing web service QoS attributes such as cost, response time, execution time, etc. In doing so, existing approaches do not separate QoS of the network from web service QoS during service composition. In this paper, we propose a network-aware service composition approach which separates QoS of the network from QoS of web services in the Cloud. Consequently, our approach searches for composite services that are not only QoS-optimal but also have optimal QoS of the network. Our approach consists of a network model which estimates the QoS of the network in the form of network latency between services on the cloud. It also consists of a service composition technique based on fruit fly optimization algorithm which leverages the network model to search for low latency compositions without compromising service QoS levels. The approach is discussed and the results of evaluation are presented. The results indicate that the proposed approach is competitive in finding QoS optimal and low latency solutions when compared to recent techniques.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.14569/ijacsa.2016.070201
- http://thesai.org/Downloads/Volume7No2/Paper_1-Fruit_Fly_Optimization_Algorithm_for_Network_Aware.pdf
- OA Status
- hybrid
- Cited By
- 9
- References
- 34
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2291656250
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2291656250Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.14569/ijacsa.2016.070201Digital Object Identifier
- Title
-
Fruit Fly Optimization Algorithm for Network-Aware Web Service Composition in the CloudWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2016Year of publication
- Publication date
-
2016-01-01Full publication date if available
- Authors
-
Umar Galadima Shehu, Ghazanfar Ali Safdar, Gregory EpiphaniouList of authors in order
- Landing page
-
https://doi.org/10.14569/ijacsa.2016.070201Publisher landing page
- PDF URL
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https://thesai.org/Downloads/Volume7No2/Paper_1-Fruit_Fly_Optimization_Algorithm_for_Network_Aware.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
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hybridOpen access status per OpenAlex
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https://thesai.org/Downloads/Volume7No2/Paper_1-Fruit_Fly_Optimization_Algorithm_for_Network_Aware.pdfDirect OA link when available
- Concepts
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Computer science, Quality of service, Mobile QoS, Web service, Cloud computing, Computer network, Distributed computing, Service (business), Service provider, World Wide Web, Operating system, Economics, EconomyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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9Total citation count in OpenAlex
- Citations by year (recent)
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2022: 1, 2021: 3, 2020: 1, 2019: 2, 2018: 1Per-year citation counts (last 5 years)
- References (count)
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34Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| primary_location.raw_source_name | International Journal of Advanced Computer Science and Applications |
| primary_location.landing_page_url | https://doi.org/10.14569/ijacsa.2016.070201 |
| publication_date | 2016-01-01 |
| publication_year | 2016 |
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