CFP last date
20 June 2024
Reseach Article

A Survey of Soft Computing Techniques based Load Balancing in Cloud Computing

by Mayur S Pilavare, Amish Desai
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 110 - Number 14
Year of Publication: 2015
Authors: Mayur S Pilavare, Amish Desai
10.5120/19385-0817

Mayur S Pilavare, Amish Desai . A Survey of Soft Computing Techniques based Load Balancing in Cloud Computing. International Journal of Computer Applications. 110, 14 ( January 2015), 22-25. DOI=10.5120/19385-0817

@article{ 10.5120/19385-0817,
author = { Mayur S Pilavare, Amish Desai },
title = { A Survey of Soft Computing Techniques based Load Balancing in Cloud Computing },
journal = { International Journal of Computer Applications },
issue_date = { January 2015 },
volume = { 110 },
number = { 14 },
month = { January },
year = { 2015 },
issn = { 0975-8887 },
pages = { 22-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume110/number14/19385-0817/ },
doi = { 10.5120/19385-0817 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:46:22.027214+05:30
%A Mayur S Pilavare
%A Amish Desai
%T A Survey of Soft Computing Techniques based Load Balancing in Cloud Computing
%J International Journal of Computer Applications
%@ 0975-8887
%V 110
%N 14
%P 22-25
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Cloud computing has become a new style of computing over the internet. There are so much advantages to use cloud over the internet as well as some critical issues are also there those must be resolved in order to improve the performance of the cloud. Cloud computing faces several issues over the internet those are like load management, task scheduling, fault tolerance, several security issues are there. Among them the load balancing is one of the main issue to be resolved in the order to improve the efficiency of the cloud. The load balancing describes that the dynamic workload of the system is distributed among various nodes in such a manner that none of the node is overloaded or underutilized. The load may be CPU load, memory capacity, delay or network load. There are various load balancing algorithms are designed to equally divide the load among the resources and maximize the utilization while minimizing the total task execution time. The new concept was discussed earlier that was using soft computing techniques to perform enhanced load balancing in cloud computing. Various load balancing algorithms are discussed here and comparative study is done on the basis of their performance.

References
  1. Kousik Dasgupta, Brototi Mandal, Paramartha Dutta, Jyotsna Kumar Mondal, Santanu Dam, "A Genetic Algorithm (GA) based Load Balancing Strategy for Cloud Computing"in Proc. of Elsevier, Procedia Technology 2013
  2. Ratan Mishra and Anant Jaiswal, "Ant colony Optimization: A Solution of Load balancing in Cloud",in International Journal of Web & Semantic Technology (IJWesT), Vol. 3, No. 2, pp. 33-50, 2012.
  3. Tushar Desai, Jignesh Prajapati "A Survey Of Various Load Balancing Techniques And Challenges In Cloud Computing" INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VOLUME 2, ISSUE 11, NOVEMBER 2013
  4. Zhao Li, Dong Yu-Min, Haung Chen-Yang "Study of link load balancing based on improved Genetic Algorithm" IEEE 2013 COMPUTER SOCIETY
  5. Brototi Mondal, Kousil Dasgupta, Paramartha Dutta " Load Balancing In Cloud Computing using Stochastic Hill Climbing-A Soft Computing Approach" Science Direct C3IT-2012
  6. O. M. Elxeki, M. Z. Reshad, M. A. Elsoud "Improved Max- Min Algorithm in Cloud Computing" IJCA (0975-8887) Volume 50- No. 12 July 2012.
  7. Stuti Dave, Prashant Mehta "Utilizing Round Robin Concept for Load Balancing Algorithm at Virtual Machine Level in Cloud Computing" IJAC (0975-8887) Volume 94-No. 4, May 2014.
  8. Shridhar G. Domanal, G. Ram Mohana Reddy "Load Balancing in Cloud Computing Using Modified Throttled Algorithm".
  9. Seyed Mohssen Ghafari, Mahdi Fazeli, Ahmad Patooghy, Leila Rikhtechi "BEE-MMT: A Load Balancing Method for Power Consumption Management in Cloud Computing" 978-1-4799-0192-0/13/$31. 00 ©2013 IEEE.
  10. Huankai Chen, Frank Wang, Dr. Na Helian, Gbola Akanmu "User – Priority Guided Min-Min Scheduling Algorithm For Load Balancing in Cloud Computing".
  11. Alok singh, Vikas Kumar Tiwari, Dr. Bhupesh Gour "A Survey On Load Balancing In Cloud Computing Using Soft Computing Techniques" IJARCCE Vol. 3, Issue 9, September 2014
  12. www. google. com/ Cloud computing - Wikipedia, the free encyclopedia. html
Index Terms

Computer Science
Information Sciences

Keywords

Cloud computing soft computing load balancing strategies.