Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

The fast advancement of technology and developers’ utilization of data centers have dramatically increased energy usage in today’s society. Thermal control is a key issue in hyper-scale cloud data centers. Hotspots form when the temperature of the host rises, increasing cooling costs and affecting d...

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Bibliographic Details
Main Authors:	Hamed Tabrizchi, Jafar Razmara, Amir Mosavi
Format:	Article
Language:	English
Published:	Elsevier 2023-12-01
Series:	Energy Reports
Subjects:	Deep learning Energy management Cloud computing Thermal prediction
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484723000318

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