A Comparative Study between Proposed Hybrid Load Balancing Algorithm and Traditional Algorithm to Reduce Response Time and Processing Time on Cloud Computing

Abstract

In this work, we present a hybrid algorithm which attempts to enhance the system's typical response time with data processing time inside a cloud environment. The findings after comparing the proposed algorithm against algorithms with Max-min, Min-Min, Round-Robin, shown our algorithms significantly optimized response times. With the help of the CloudAnalyts modelling tool, we were able to run the proposed algorithm, which has enhanced the cloud datacentre’s processing as well as response times. The efficiency of the created hybrid algorithm is assessed for a variety of simulated situations inside a cloud computing system with diverse user bases with datacentre architectures and varying number of virtual machines to check the validity of proposed algorithm. The proposed algorithm gives better response and data processing time compared to the already established algorithms.