A Survey of Machine Learning Applications to Cloud Computing

Abstract

Due to the explosion of data made available due to cloud computing, we are faced with issues of resource management, energy efficiency, and security. This paper explores recent literature on all the aforementioned topics as they relate to cloud computing and examines a number of methods which propose to make use of machine learning to either allow for more dynamic resource management, better energy efficiency, or higher security. Additionally, the proposed methods are compared to one another to demonstrate their particular strengths and weaknesses, in order to allow further work to build upon the conclusions reached and to propose continually improving methods.

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Cite this paper

@inproceedings{Fiala2015ASO, title={A Survey of Machine Learning Applications to Cloud Computing}, author={Joe Fiala}, year={2015} }