Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 11, Issue 1


Published
on


Pages

575-595


DOI

Article

An Efficient Centralized Cluster Based Dynamic Load Balancing Mechanismusing Task scheduling in Cloud Computing


Authors

Ajay Jangra* Affiliation:
Assistant Professor, Department of Computer Science & Engineering, Kurukshetra University, Kurukshetra, INDIA and Ph.D Scholar, Maharishi Markandeshwar (Deemed to be University) Mullana, INDIA
and Neeraj Mangra Affiliation:
Associate Professor, CSE Department, Maharishi Markandeshwar (Deemed to be University) Mullana, INDIA


Abstract

Cloud computing is an influencing technology that emphasis on internet-oriented development and computing capabilities of machines. Factors like scalability, adaptability, availability, pay for use scheme, virtualization and data handling within infinite space make it as a good option to be adopted by customers. With all these benefits, cloud computing has intended several trends in the area of computing and there are still some challenges that users face and one of the most important is load balancing. In this paper, centralized load balancing algorithm has been proposed that dynamically balance the load and ensures overall performance of the system. It aims to serve both end users and service providers profitably by managing data efficiently and focus on achieving high resource utilization, reduced job rejections, improved computational capabilities and building a fault tolerant system by creating backups. The results of cluster-oriented load balancing algorithm show reduction in response time, communication overhead and improved processing time. The experimental results thus obtained are presented with a detailed discussion and a comparative analysis may be carried out for checking the merit of newly proposed idea.


Keywords

Cloud computing, load balancing, virtual machine, scheduling, optimization, response time, resource utilization, dynamic clustering


Citation

Jangra, A. & Mangra, N. (2020). An efficient centralized cluster based dynamic load balancing mechanismusing task scheduling in cloud computing. Turkish Journal of Computer and Mathematics Education, 11(1), 575–595.

Published by: Engineering Journals

Engineering Journals Logo