Efficient resource provisioning for elastic Cloud services based on machine learning techniques

Efficient resource provisioning for elastic Cloud services based on machine learning techniques

Abstract Automated resource provisioning techniques enable the implementation of elastic services, by adapting the available resources to the service demand. This is essential for reducing power consumption and guaranteeing QoS and SLA fulfillment, especially for those services with strict QoS requi...

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Bibliographic Details
Main Authors: Rafael Moreno-Vozmediano, Rubén S. Montero, Eduardo Huedo, Ignacio M. Llorente
Format: Article
Language:English
Published: SpringerOpen 2019-04-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Cloud computing
Elasticity
Auto-scaling
Machine learning
Online Access:http://link.springer.com/article/10.1186/s13677-019-0128-9

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