Resources’ Planning for Cloud Computing Using Different Types of Regression Analysis

Abstract

Prediction of resources requirement of CPU and memories is very important to improve the performances of data in cloud environment. Resource planning is the greatest challenge due to the fluctuation of demand of cloud resources; we face over-and-under utilization of many resources. We will be benefited if we know or predict the future load information in advance. For considering, we can use regression techniques to predict whether the available resources meet the feature requirement.