VTGAN based proactive VM consolidation in cloud data centers using value and trend approaches

VTGAN based proactive VM consolidation in cloud data centers using value and trend approaches

Abstract Reducing energy consumption and optimizing resource usage are essential goals for researchers and cloud providers managing large cloud data centers. Recent advancements have demonstrated the effectiveness of virtual machine consolidation and live migrations as viable solutions. However, man...

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Bibliographic Details
Main Authors: Aya I. Maiyza, Hanan A. Hassan, Walaa M. Sheta, Karim Banawan, Noha O. Korany
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Cloud computing
Workload prediction
VM consolidation
GAN
LSTM
CloudSim
Online Access:https://doi.org/10.1038/s41598-025-04757-z
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https://doi.org/10.1038/s41598-025-04757-z

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