Results 21 to 30 of about 1,618,886 (202)
Responsive and intelligent service recommendation method based on deep learning in cloud service
Frontiers in Genetics, 2022 The rapid expansion of the cloud service market is inseparable from its widely acclaimed service model. The rapid increase in the number of cloud services has resulted in the phenomenon of service overload.
Lei Yu, Yucong Duan
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International Journal of Distributed Sensor Networks, 2015 More recently, with the increasing demand of web services on the World Wide Web used in the Internet of Things (IoTs), there has been a growing interest in the study of efficient web service quality evaluation approaches based on prediction strategies to
Xiong Luo, Hao Luo, Xiaohui Chang
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A Novel QoS Prediction Approach for Cloud Services Using Bayesian Network Model
IEEE Access, 2018 Cloud computing is the next generation computing model, which has a significant position in the field of scientific and business computing. By predicting cloud service's QoS in next period, it is helpful for end users to choose the most suitable cloud ...
Wenrui Li +3 more
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Joint QoS prediction for Web services based on deep fusion of features
Tongxin xuebao, 2022 In order to solve the problem of insufficient accuracy of Web service QoS prediction, a joint QoS prediction method for Web services based on the deep fusion of features was proposed with considering of the hidden environmental preference information in ...
Jianxun LIU +4 more
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IEEE Access, 2020 Service-oriented computing (SOC) promises a world of cooperating services loosely connected, constructing agile Web applications in heterogeneous environments conveniently.
Limin Shen +5 more
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QoS-aware service selection considering potential service failures [PDF]
, 2013 Nowadays, service compositions are increasingly used to execute business processes. During the execution of a service composition, a service failure leads to a necessary re-planning.
Lewerenz, Lars, Heinrich, Bernd
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ITM Web of Conferences, 2017 Quality of Service (QoS) prediction has played an important role in service computing. However, in the real-world scenario of Web service, many user-observed QoS values are unknown and vary over time.
Xu Jian-Long, Zhu Chang-Sheng
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QoS Prediction of Web Services Based on a Two-Level Heterogeneous Graph Attention Network
IEEE Access, 2022 Quality of Service (QoS) prediction for Web services is a hot research topic in the field of services computing. Recently, representation learning of heterogeneous networks has attracted much attention, and specifically the relationship between users and
Shengkai Lv +3 more
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A novel QoS-aware prediction approach for dynamic web services. [PDF]
PLoS ONE, 2018 Web service has become irreplaceable for service-oriented application in both academia and industry in recent years. Quality of Service (QoS) is used to describe the nonfunctional characteristics of Web service. Identifying Web service QoS is crucial for
Yiguang Song, Li Hu, Ming Yu
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Research on the Influence of Sampling Methods for the Accuracy of Web Services QoS Prediction
IEEE Access, 2019 In recent years, as the number of Web services, increases dramatically, the personalized Web service recommendation has become a hot topic in both academia and industry.
Jun Li, Jian Lin
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