Technical Study of Deep Learning in Cloud Computing for Accurate Workload Prediction

Proactive resource management in Cloud Services not only maximizes cost effectiveness but also enables issues such as Service Level Agreement (SLA) violations and the provisioning of resources to be overcome. Workload prediction using Deep Learning (DL) is a popular method of inferring complicated m...

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Veröffentlicht in:	Electronics (Basel) 2023-02, Vol.12 (3), p.650
Hauptverfasser:	Ahamed, Zaakki, Khemakhem, Maher, Eassa, Fathy, Alsolami, Fawaz, Al-Ghamdi, Abdullah S. Al-Malaise
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Artificial neural networks Cloud computing Cost effectiveness Data sources Datasets Deep learning Energy consumption Machine learning Multidimensional data Multilayers Neural networks Provisioning Recurrent neural networks Resource allocation Resource management Root-mean-square errors Workload Workloads
Online-Zugang:	Volltext
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