RA-QoS: a robust autoencoder-based QoS predictor for highly accurate web service QoS prediction [PDF]
PeerJ Computer ScienceWeb services are fundamental for online service-oriented applications, where accurately predicting quality of service (QoS) is critical for recommending optimal services among multiple candidates. Since QoS data often contains noise—stemming from factors
Shun Fu, Junnan Li, Lufeng Wang
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A QoS Prediction Approach Based on Truncated Nuclear Norm Low-Rank Tensor Completion [PDF]
Sensors, 2022 With the rise of mobile edge computing (MEC), mobile services with the same or similar functions are gradually increasing. Usually, Quality of Service (QoS) has become an indicator to measure high-quality services.
Hong Xia +5 more
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Dynamic QoS Prediction Algorithm Based on Kalman Filter Modification [PDF]
Sensors, 2022 With the widespread adoption of service-oriented architectures (SOA), services with the same functionality but the different Quality of Service (QoS) are proliferating, which is challenging the ability of users to build high-quality services. It is often
Yunfei Yan +5 more
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A Truncated SVD-Based ARIMA Model for Multiple QoS Prediction in Mobile Edge Computing
Tsinghua Science and Technology, 2022 In the mobile edge computing environments, Quality of Service (QoS) prediction plays a crucial role in web service recommendation. Because of distinct features of mobile edge computing, i.e., the mobility of users and incomplete historical QoS data ...
Chao Yan +4 more
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QoS Prediction for 5G Connected and Automated Driving [PDF]
IEEE Communications Magazine, 2021 7 pages, 5 figures, accepted for publication in the IEEE Communications ...
Apostolos Kousaridas
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A Personalized QoS Prediction Method for Web Services via Blockchain-Based Matrix Factorization [PDF]
Sensors, 2019 Personalized quality of service (QoS) prediction plays an important role in helping users build high-quality service-oriented systems. To obtain accurate prediction results, many approaches have been investigated in recent years.
Weihong Cai, Xin Du, Jianlong Xu
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Adaptive core-enhanced latent factor model for highly accurate QoS prediction [PDF]
Frontiers in Big DataAccurate prediction of Quality of Service (QoS) plays a crucial role in service recommendation and selection across large-scale distributed environments.
Siqi Ai +3 more
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Time-Aware QoS Prediction for Cloud Service Recommendation Based on Matrix Factorization
IEEE Access, 2018 Prediction of quality of service (QoS) is a critical area of research for cloud service recommendation. The disadvantage of QoS values is that they are directly related to time series of service status and network condition and thus instantly vary over ...
Shun Li +3 more
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The Prediction Approach in QoS Routing [PDF]
2006 IEEE International Conference on Communications, 2006 Usual QoS routing algorithms involve the periodic update of network state information in all the network nodes. Based on this knowledge the QoS routing algorithms select the `best' route. It has been shown in the literature that the performance of these QoS routing algorithms strongly depends on the frequency of updating.
Eva Marín-Tordera +4 more
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NFMF: neural fusion matrix factorisation for QoS prediction in service selection
Connection Science, 2021 Selecting suitable web services based on the quality-of-service (QoS) is essential for developing high-quality service-oriented applications. A critical step in this direction is acquiring accurate, personalised QoS values of web services.
Jianlong Xu +6 more
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