Open Access   Article Go Back

A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim

Rafat Khan1

Section:Research Paper, Product Type: Journal Paper
Volume-8 , Issue-11 , Page no. 7-13, Nov-2020

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v8i11.713

Online published on Nov 30, 2020

Copyright © Rafat Khan . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

View this paper at   Google Scholar | DPI Digital Library

How to Cite this Paper

  • IEEE Citation
  • MLA Citation
  • APA Citation
  • BibTex Citation
  • RIS Citation

IEEE Style Citation: Rafat Khan, “A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim,” International Journal of Computer Sciences and Engineering, Vol.8, Issue.11, pp.7-13, 2020.

MLA Style Citation: Rafat Khan "A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim." International Journal of Computer Sciences and Engineering 8.11 (2020): 7-13.

APA Style Citation: Rafat Khan, (2020). A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim. International Journal of Computer Sciences and Engineering, 8(11), 7-13.

BibTex Style Citation:
@article{Khan_2020,
author = {Rafat Khan},
title = {A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {11 2020},
volume = {8},
Issue = {11},
month = {11},
year = {2020},
issn = {2347-2693},
pages = {7-13},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=5254},
doi = {https://doi.org/10.26438/ijcse/v8i11.713}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v8i11.713}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=5254
TI - A Simulative Study on the Performance of Load Balancing Techniques Over Varying Cloud Infrastructure Using Cloudsim
T2 - International Journal of Computer Sciences and Engineering
AU - Rafat Khan
PY - 2020
DA - 2020/11/30
PB - IJCSE, Indore, INDIA
SP - 7-13
IS - 11
VL - 8
SN - 2347-2693
ER -

VIEWS PDF XML
234 311 downloads 140 downloads
  
  
           

Abstract

Cloud computing is a recent evolution in computer technology. A cloud server has to deal with a lot of workload. So, the process of distributing load over the virtual machines or among the servers in a distributed cloud system is very important to get better performance. Before launching a cloud based application or a new load balancing policy in the cloud server, it is very difficult to know whether the performance will be good or not. Because testing an application or load balancing policy’s performance in Cloud for different workload in a repeatable manner under varying system and user configurations and requirements are very complex and expensive to achieve. So simulating the performance of an application or a load balancing policy is a good alternate. This paper is about simulating some existing load balancing approaches as well as a proposed improved load balancing approach and the comparison of the performance using CloudSim simulator.

Key-Words / Index Term

Cloud computing, workload, load balancing, simulation, CloudSim

References

[1] M. Armbrust, A. Fox, R. Griffith and A. Joseph, “Above the clouds: A Berkeley view of cloud computing,” Univ. California, Berkeley, Tech. Rep. UCB, pp. 07–013, 2009.
[2] Rajkumar Buyya, Rajiv Ranjan and Rodrigo N. Calheiros, “Modeling and Simulation of Scalable Cloud Computing Environments and the CloudSim Toolkit: Challenges and Opportunities”, In the Proceedings of the 2009 International Conference on High Performance Computing & Simulation, Leipzig, Germany, 2009.
[3] Soumya Ray and Ajanta De Sarkar, “Execution analysis of load balancing algorithms in cloud computing environment”, IJCCSA, Vol.2, No.5, October 2012
[4] A. K. R. Parveen Kumar, “An overview and survey of various cloud simulation tools,” in Journal of Global Research in Computer Science, vol. 5, no. 1, January 2014.
[5] R. N. Calheiros, R. Ranjan, A. Beloglazov, C. A. F. De Rose, and R. Buyya, “ CloudSim : A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms”, Software: Practice and Experience, 41(1): 2350, Wiley, January 2011
[6] D. R. M. P. Jain;, “Study and comparison of various cloud simulators available in the cloud computing,” in International Journal of Advanced Research in Computer Science and Software Engineering, vol. 3, no. 9, September 2013.
[7] Soumya Ranjan Jena, Sudarshan Padhy, Balendra Kumar Garg, “Performance Evaluation of Load Balancing Algorithms on Cloud Data Centers”, International Journal of Scientific & Engineering Research, Volume 5, Issue 3, March-2014
[8] Jasmin James and Dr. Bhupendra Verma, “Efficient VM load balancing algorithm for a cloud computing environment”, International Journal on Computer Science and Engineering (IJCSE), 2012.
[9] Srinivas Sethi, Anupama Sahu and Suvendu Kumar Jena, “Efficient load balancing in cloud computing using Fuzzy logic “, IOSRJEN, ISSN: 2250-3021 Volume 2, Issue 7, 2012.
[10] M. Randles, D. Lamb, and A. Taleb-Bendiab, “A Comparative Study into Distributed Load Balancing Algorithms for Cloud Computing”, Proceedings of 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, Perth, Australia, April 2010.
[11] Rodrigo N. Calheiros, Rajiv Ranjan, Anton Beloglazov, Cesar A. F. De Rose and Rajkumar Buyya, “CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms.” Published online 24 August 2010 in Wiley Online Library (wileyonlinelibrary.com).