CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
Reseach Article

Performance Evaluation of Large Scaled Applications using Different Load Balancing Tactics in Cloud Computing

by Minu Bala, Devanand
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 76 - Number 14
Year of Publication: 2013
Authors: Minu Bala, Devanand
10.5120/13315-0904

Minu Bala, Devanand . Performance Evaluation of Large Scaled Applications using Different Load Balancing Tactics in Cloud Computing. International Journal of Computer Applications. 76, 14 ( August 2013), 17-22. DOI=10.5120/13315-0904

@article{ 10.5120/13315-0904,
author = { Minu Bala, Devanand },
title = { Performance Evaluation of Large Scaled Applications using Different Load Balancing Tactics in Cloud Computing },
journal = { International Journal of Computer Applications },
issue_date = { August 2013 },
volume = { 76 },
number = { 14 },
month = { August },
year = { 2013 },
issn = { 0975-8887 },
pages = { 17-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume76/number14/13315-0904/ },
doi = { 10.5120/13315-0904 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:48:50.028668+05:30
%A Minu Bala
%A Devanand
%T Performance Evaluation of Large Scaled Applications using Different Load Balancing Tactics in Cloud Computing
%J International Journal of Computer Applications
%@ 0975-8887
%V 76
%N 14
%P 17-22
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

There is no doubt that workload distribution in cloud computing is one of the most important factors that regulates and dictates, directly or indirectly, its behavior and affects system performance. But geographical location of the datacenter and the user group is also an important factor that affects the overall performance of the system. This paper represents the performance analysis of three load balancing policies in combination with different broker policies for large-scaled applications using different infrastructural environments. The study has been made using CloudAnalyst: A CloudSim-based tool for modeling and analysis of large scale cloud computing environments. Experimental results reveal that large scaled software systems like FACEBOOK, TWITTER, ORKUT and e-commerce applications etc. can minimize their costs and improve service quality to the end users by making a right choice of service provider in the cloud market. The cloud service providers can also optimize their processing time by applying a best resource provisioning policy.

References
  1. Luis M. Vaquero, Luis Rodero-Merino , Juan Caceres, Maik Lindner, "A Break in the Clouds: Towards a Cloud Definition", ACM SIGCOMM Computer Communication Review, Volume 39, Number 1, Pages 50-55, Jan. 2009.
  2. Rajkumar Buyya, Chee Shin Yeo, Srikumar Venugopal, James Broberg, and Ivona Brandic, "Cloud Computing and Emerging IT Platforms: Vision, Hype, and Reality for Delivering Computing as the 5th Utility, Future Generation Computer Systems", Volume 25, Number 6, Pages: 599-616, ISSN: 0167-739X, Elsevier Science, Amsterdam, The Netherlands, June 2009.
  3. www. aws. amazon. com/ec2
  4. R. Buyya, R. Ranjan, and R. N. Calheiros, "Modeling And Simulation Of Scalable Cloud Computing Environments And The Cloudsim Toolkit: Challenges And Opportunities," Proc. Of The 7th High Performance Computing and Simulation Conference (HPCS 09), IEEE Computer Society, June 2009.
  5. Jasmin James and Dr. Bhupendra Verma, "Efficient VM load balancing algorithm for a cloud computing environment", International Journal on Computer Science and Engineering (IJCSE), 09 Sep 2012.
  6. Bhathiya Wickremasinghe, "CloudAnalyst: A CloudSim based Tool for Modeling and Analysis of Large Scale Cloud Computing Environments" MEDC project report, 433-659 Distributed Computing project, CSSE department. , University of Melbourne, 2009.
  7. www. internetworldststs. com/facebook. htm
Index Terms

Computer Science
Information Sciences

Keywords

Cloud Computing IaaS PaaS SaaS Load Balancing Simulation.