Dynamic virtual machine provisioning in cloud computing using knowledge-based reduction method

Abstract

Cloud infrastructure performance extremely depends ahead on the task scheduling and load balancing. The recent growth of cloud computing and service provider’s key challenge is scheming proficient mechanism for managing the restricted resources shared by different applications. Resource administration method has to do efficient assignment of resources for virtual machines by ensuring optimal resource exploitation of available physical machines. This paper proposes the application of rough-set model for provisioning of virtual machines. The proposed method uses knowledge-based reduction technique, and it generates the rules to reduce unnecessary attributes of the virtual machines. These rules help virtual machine managers for making effective administration of restricted resources.