2014 IEEE 11th International Conference on E-Business Engineering 2014
DOI: 10.1109/icebe.2014.34
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Performance Prediction and Analysis of Quality of Services for Cross-Organizational Workflows

Abstract: Service-Oriented Architecture (SOA) promotes the combination of workflow and service composition technology, and it provides important technical supports for cross-organizational workflow applications. This paper proposes an analysis and prediction model based on time series using Particle Swarm Optimization based Back Propagation Neural Network (PSO-BPNN) model, to predict the dynamic performance of workflow systems. When the predicted value out of the preset range, we analyze the issues according to data of … Show more

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Cited by 1 publication
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“…(1) Most workflow models focus on the process perspective and neglect the organizational perspective [17,18]. (2) Workflow analysis is aimed at the verification of reliability and validity [19][20][21], while research on quantitative performance analysis is less likely to be aimed at such a verification [22,23].…”
Section: Introductionmentioning
confidence: 99%
“…(1) Most workflow models focus on the process perspective and neglect the organizational perspective [17,18]. (2) Workflow analysis is aimed at the verification of reliability and validity [19][20][21], while research on quantitative performance analysis is less likely to be aimed at such a verification [22,23].…”
Section: Introductionmentioning
confidence: 99%