Modelling web-service uncertainty: The angel/daemon approach

Gabarró, Joaquim; Stewart, Alan

doi:10.1016/j.cosrev.2020.100355

Cited by 5 publications

(2 citation statements)

References 11 publications

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“…This success is fueled, among other things, by the possibilities offered by WS in terms of cost reduction, ease of reuse and operational efficiency (Papazoglou et al, 2008;Zhao et al, 2022). However, the dynamic and unpredictable nature of WS (Papazoglou et al, 2008) leads to various problems, including complexity and uncertainty (Alférez and Pelechano, 2013;Gabarró and Stewart, 2021). All things that make their implementation difficult in practice.…”

Section: Introductionmentioning

confidence: 99%

A review on the applications of Bayesian network in web service

Guinhouya

2024

Int J Syst Assur Eng Manag

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Web services (WS) are the preferred approach in realizing the service-oriented computing paradigm. However, this comes with challenges such as complexity and uncertainty that hinder their practical application. Bayesian networks (BNs) are one of the techniques used to address these challenges. The objective of this mapping study was to determine what is known about the use of Bayesian networks in web services research. To do this, we identified and selected rigorously 69 articles (out of the 532 identified) published on the subject in 2001-2021. We then classified and analyzed these articles by Web service themes (Service Composition, Service Management, Service Engineering), Objectives (Prediction, Description, Prescription), Types of BN (Basic, Combined, Extended), and Evaluation methods (Proof of concept, Experiment, No evaluation). In doing so, we hope to provide a clear understanding of the subject. We also identify and suggest avenues for future research.Thus, the review results can help researchers and practitioners interested by the application of BNs in WS research.

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Section: Introductionmentioning

confidence: 99%

A review on the applications of Bayesian network in web service

Guinhouya

2024

Int J Syst Assur Eng Manag

View full text Add to dashboard Cite

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“…However, the dynamic and unpredictable nature of WSs (Papazoglou et al, 2008) leads to various issues, including complexity and uncertainty (Alférez and Pelechano, 2013;Gabarró and Stewart, 2021). All things that make their implementation di cult in practice.…”

Section: Introductionmentioning

confidence: 99%

Application of bayesian networks in web services: a scoping review

Guinhouya¹

2023

Preprint

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Context. Web services (WSs) are the preferred approach in realizing the service-oriented computing paradigm. However, this comes with challenges like complexity and uncertainty. Bayesian networks (BNs) are one of the techniques used to deal with these challenges. Objective. This study aims to determine and describe what is known about the use of BNs in WSs research. Methods. Using the scoping review method, we selected 69 (among the 532 identified) articles published on the subject (2001-2021). These articles were classified by research themes (What), research objectives (Why), and the types of bayesian network used (How). Results. The research themes explored are, in order of importance, Service composition, Service management, and Service engineering. In terms of research objectives, the articles mainly focused on Prediction, Description, and Prescription. Finally, the types of BNs used are Basic, Combined, and Extended BNs. Conclusion. This review offers a first structured picture of the use of BNs in WSs. Its results can help researchers and practitioners interested in the subject.

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A review on the applications of bayesian network in web service

Guinhouya¹

2023

Preprint

View full text Add to dashboard Cite

Web services (WS) are the preferred approach in realizing the service-oriented computing paradigm. However, this comes with challenges such as complexity and uncertainty that hinder their practical application. Bayesian networks (BNs) are one of the techniques used to address these challenges. The objective of this mapping study was to determine what is known about the use of Bayesian networks in web services research. To do this, we identified and selected rigorously 69 articles (out of the 532 identified) published on the subject in 2001-2021. We then classified and analyzed these articles by Web service themes (Service Composition, Service Management, Service Engineering), Objectives (Prediction, Description, Prescription), Types of BN (Basic, Combined, Extended), and Evaluation methods (Proof of concept, Experiment, No evaluation). In doing so, we hope to provide a clear understanding of the subject. We also identify and suggest avenues for future research. Thus, the review results can help researchers and practitioners interested by the application of BNs in WS research.

show abstract

Modelling web-service uncertainty: The angel/daemon approach

Cited by 5 publications

References 11 publications

A review on the applications of Bayesian network in web service

A review on the applications of Bayesian network in web service

Application of bayesian networks in web services: a scoping review

A review on the applications of bayesian network in web service

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