Web Service Response Time Prediction Using HMM and Bayesian Network

dc.contributor.author	Atluri, Vani Vathsala
dc.contributor.author	Mohanty, Hrushikesha
dc.date.accessioned	2022-03-27T05:56:00Z
dc.date.available	2022-03-27T05:56:00Z
dc.date.issued	2015-01-01
dc.description.abstract	Selection of suitable and efficient services by service consumers turns out to be a herculean task with the availability of abundant functionally similar services over the Web. In this scenario, quality of services being offered plays a crucial role in service selection by consumers. Response time has been a key factor influencing a consumer for selection of a Web service. Predicting it has been a major challenge for researchers. In this paper, we propose an approach for prediction of response time of Web services using hidden Markov model (HMM) and Bayesian networks. © Springer India 2015.
dc.identifier.citation	Advances in Intelligent Systems and Computing. v.308 AISC(VOLUME 1)
dc.identifier.issn	21945357
dc.identifier.uri	10.1007/978-81-322-2012-1_34
dc.identifier.uri	http://link.springer.com/10.1007/978-81-322-2012-1_34
dc.identifier.uri	https://dspace.uohyd.ac.in/handle/1/8827
dc.subject	Bayesian networks
dc.subject	HMM
dc.subject	Response time prediction
dc.subject	Web services
dc.title	Web Service Response Time Prediction Using HMM and Bayesian Network
dc.type	Book Series. Conference Paper
dspace.entity.type

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