Multimodal cloud resources utilization forecasting using a Bidirectional Gated Recurrent Unit predictor based on a power efficient Stacked denoising Autoencoders

To reap the advantages of many continual growing cloud services, cloud industries should adopt smart and holistic resources scheduling strategies. By deploying efficient deep learning technologies, many chaotic cloud traffics’ potential issues may be solved. Toward efficient cloud instances rightsiz...

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Bibliographic Details

Published in:	Alexandria Engineering Journal
Main Authors:	Hamzaoui Ikhlasse, Duthil Benjamin, Courboulay Vincent, Medromi Hicham
Format:	Article
Language:	English
Published:	Elsevier 2022-12-01
Subjects:	Multimodal instances prediction Stacked Denoising Auto Encoders Bidirectional Gated Recurrent Unit Time series Power efficiency
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016822003295