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Energy-aware load balancing in cloud environments using graph neural networks and grey wolf optimization

Abstract Cloud computing infrastructures must constantly maintain a balance between resource utilization and energy consumption to work effective under dynamic workloads. The training expense and generalizability of machine learning-based load balancing algorithms are both considerable, while existi...

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Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: F. Niyasudeen, M. Mohan
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Nature Portfolio 2026-05-01
Sraith:Scientific Reports
Ábhair:
Rochtain ar líne:https://doi.org/10.1038/s41598-026-51660-2
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