Using genetic algorithms to find optimal solution in a search space for a cloud predictive cost-driven decision maker

Abstract In a cloud computing environment there are two types of cost associated with the auto-scaling systems: resource cost and Service Level Agreement (SLA) violation cost. The goal of an auto-scaling system is to find a balance between these costs and minimize the total auto-scaling cost. Howeve...

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Bibliographic Details
Main Authors: Ali Yadav Nikravesh, Samuel A. Ajila, Chung-Horng Lung
Format: Article
Language:English
Published: SpringerOpen 2018-11-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13677-018-0122-7