JCC_V3_N4_RP2 P. Kiran Rao R. Sandeep Kumar Journal on Cloud Computing 2350-1308 3 4 7 11 Machine Learning, Cloud Computing, Supervised Learning, Unsupervised Learning, Resource Provisioning and Management Due to the huge use of data made available in cloud computing, cloud computing challenged with issues of security on demand application resource management and self-monitoring without latency. This paper explores supervised and unsupervised learning methods on resource provisioning, monitoring, and management topics in cloud computing and examines a number of methods which propose to make use of machine learning to either allow for more self-monitored on demand application resource management or used to know the work level of resources in infinity cloud computing. The authors have also compared regular techniques in resource management in cloud computing like FIFO, VMs cluster management, etc., with machine learning methods. August - October 2016 Copyright © 2016 i-manager publications. All rights reserved. i-manager Publications http://www.imanagerpublications.com/Article.aspx?ArticleId=13594