TRCF: Temporal Reinforced Collaborative Filtering for Time-Aware QoS Prediction

The proliferation of homogeneous web services has necessitated the task of predicting vacant Quality of Service (QoS) for service-oriented downstream tasks. Existing approaches primarily focus on user-service invocations without considering temporal factors, limiting their applicability in QoS fluct...

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Veröffentlicht in:	IEEE transactions on services computing 2024-07, Vol.17 (4), p.1847-1860
Hauptverfasser:	Zou, Guobing, Huang, Yutao, Hu, Shengxiang, Gan, Yanglan, Zhang, Bofeng, Chen, Yixin
Format:	Artikel
Sprache:	eng
Schlagworte:	Collaborative filtering deviation migration Ecosystems Fluctuations Quality of service Service-oriented architecture Task analysis temporal factor time -aware QoS prediction web service Web services
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