Certain Investigation on Load Balancing using Cloudlet Assignment and min-max Algorithm

Abstract

Cloud Computing is a trending technology where users can access the resources that run on servers.Cloud usage has major issues like scheduling and load balancing. As cloud users increase, there is an increase in computation costs, decrease in performance, and network traffic. This issue is quite common in most of the servers. Load balancing is the process of balancing overloads or underloads of the required server. It is required to design a load balancer that has the least CPU utilization time for the allocation and utilization of resources. This paper solves the issue of load balancing using machine learning algorithms thereby the means to optimize it. The future system reduces the waiting period and the energy depletion of the data centres in the cloud by 43.57%.