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A Study on QoS Guarantee, QoS Routing and Multicast on the Internet

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A Double-Space and Double-Norm Ensembled Latent Factor Model for Highly Accurate Web Service QoS Prediction

IEEE Transactions on Services Computing, 2023
Quality-of-Service (QoS), which describes the non-functional characteristics of Web service, is of great significance in service selection. Since users cannot invoke all services to obtain the corresponding QoS data, QoS prediction becomes a hot yet ...
Di Wu, Peng Zhang, Yi He, Xin Luo
semanticscholar   +1 more source

A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction

IEEE Transactions on Knowledge and Data Engineering, 2022
How to accurately predict unknown quality-of-service (QoS) data based on observed ones is a hot yet thorny issue in Web service-related applications. Recently, a latent factor (LF) model has shown its efficiency in addressing this issue owing to its high
Di Wu   +5 more
semanticscholar   +1 more source

A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction

IEEE Transactions on Services Computing, 2022
Neighborhood regularization is highly important for a latent factor (LF)-based Quality-of-Service (QoS)-predictor since similar users usually experience similar QoS when invoking similar services.
Di Wu   +5 more
semanticscholar   +1 more source

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