Research on a Service Load Prediction Method Based on VMD-GLRT
Research on a Service Load Prediction Method Based on VMD-GLRT
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Author / Creator
Zhang, Jin , Huang, Yiqi , Pi, Yu , Sun, Cheng , Cai, Wangyang and Huang, Yuanyuan
Publisher
Basel: MDPI AG
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Language
English
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Publisher
Basel: MDPI AG
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Contents
In this paper, a deep learning-based prediction model VMD-GLRT is proposed to address the accuracy problem of service load prediction. The VMD-GLRT model combines Variational Mode Decomposition (VMD) and GRU-LSTM. At the same time, the model incorporates residual networks and self-attentive mechanisms to improve accuracy of the model. The VMD part...
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Full title
Research on a Service Load Prediction Method Based on VMD-GLRT
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TN_cdi_doaj_primary_oai_doaj_org_article_4ede20cc0a634e1dbb71994dbd898a35
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4ede20cc0a634e1dbb71994dbd898a35
Other Identifiers
ISSN
2076-3417
E-ISSN
2076-3417
DOI
10.3390/app13053315
