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Reseach Article

Load Balancing Method for Infrastructure as a Service (IaaS) In Cloud Computing: Survey

by Nikhil S. Dharane, Abhijeet S. Kulkarni, Akshay U. Bhawthankar, A.a. Deshmukh
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 117 - Number 16
Year of Publication: 2015
Authors: Nikhil S. Dharane, Abhijeet S. Kulkarni, Akshay U. Bhawthankar, A.a. Deshmukh
10.5120/20641-3339

Nikhil S. Dharane, Abhijeet S. Kulkarni, Akshay U. Bhawthankar, A.a. Deshmukh . Load Balancing Method for Infrastructure as a Service (IaaS) In Cloud Computing: Survey. International Journal of Computer Applications. 117, 16 ( May 2015), 26-30. DOI=10.5120/20641-3339

@article{ 10.5120/20641-3339,
author = { Nikhil S. Dharane, Abhijeet S. Kulkarni, Akshay U. Bhawthankar, A.a. Deshmukh },
title = { Load Balancing Method for Infrastructure as a Service (IaaS) In Cloud Computing: Survey },
journal = { International Journal of Computer Applications },
issue_date = { May 2015 },
volume = { 117 },
number = { 16 },
month = { May },
year = { 2015 },
issn = { 0975-8887 },
pages = { 26-30 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume117/number16/20641-3339/ },
doi = { 10.5120/20641-3339 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:59:35.006309+05:30
%A Nikhil S. Dharane
%A Abhijeet S. Kulkarni
%A Akshay U. Bhawthankar
%A A.a. Deshmukh
%T Load Balancing Method for Infrastructure as a Service (IaaS) In Cloud Computing: Survey
%J International Journal of Computer Applications
%@ 0975-8887
%V 117
%N 16
%P 26-30
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The cloud is becoming an important service in internet computing. Infrastructure as a Service provides on-demand virtual machines to users. Load balancing plays an important role in the deployment of virtual machines onto physical hosts. Resource requirement of virtual machine is hard to predict. Thus to deal with this issue, lots of load balancing methods are present. So in this paper we discuss these load balancing methods to provide overview of latest approaches in IaaS. Different load balancing methods have different parameters. So, we compared them on the basis of parameters used for their method. We have proposed our own load balancing method after comparing all available methods. In our proposed method, we first use load forecasting to know load on hosts. Then on the basis of threshold value we have to migrate VMs to another host. If load is below or higher then we have to shut down or migrate VM respectively. So, by using load forecasting we are trying to overcome drawbacks of existing load balancing methods.

References
  1. Zhenzhong Zhang, Limin Xiao, Yuan Tao, Ji Tian, Shouxin Wang, Hua Liu "A Model Based Load Balancing Method In IaaS Cloud ",2013 42nd international conference on parallel processing
  2. Sunilkumar S. Manvi , Gopal Krishna Shyam "Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey" Elsevier Journal of Network and Computer Applications
  3. A. Meera, S. Swamynathan "Agent based Resource Monitoring system in IaaS Cloud Environment", 2013 International Conference On Computational Intelligence: Modeling Techniques and Applications
  4. Kousik Dasgupta, Brototi Mandal, Paramartha Dutta, Jyotsna Kumar Mondal, Santanu Dam "Genetic algorithm based load balancing strategy for cloud computing" 2013 International Conference On Computational Intelligence: Modeling Techniques and Applications
  5. Fahimeh Ramezani, Jie Lu and Farookh Hussain "Task Based System Load Balancing Approach in Cloud Environments " 2014, Springer-Verlag Berlin Heidelberg
  6. Punit Gupta, Mayank Kumar Goyal, Prakash Kumar " Trust and Reliability based Load Balancing Algorithm for Cloud IaaS " 2013 3rd IEEE International Advance Computing Conference (IACC)
  7. Shrikant M. Lanjewar, Susmit S. Surwade, Sachin P. Patil, Pratik S. Ghumatkar, Prof Y. B. Gurav "Load Balancing In Public Cloud" IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661, p- ISSN: 2278-8727Volume 16, Issue 1, Ver. VI (Feb. 2014)
  8. Shridhar G. Domanal and G. Ram Mohana Reddy " Load Balancing in Cloud Computing Using Modified Throttled Algorithm".
  9. Branko Radojevi?, Mario Žagar " Analysis of Issues with Load Balancing Algorithms in Hosted (Cloud) Environments " 2011 MIPRO
  10. L. Shakkeera, Latha Tamilselvan and Mohamed Imran " Improving Resource Utilization Using QoS Based Load Balancing Algorithm For Multiple Workflows In IaaS Cloud Computing Environment" June 2013, ICTACT, Volume 04, Issue 02
  11. Liuhua Chen, Haiying Shen, Karan Spra "RIAL: Resource Intensity Aware Load Balancing in Clouds " ,2014, IEEE Conference on Computer Communications
  12. Monika Simjanoska, Sasko Ristov, Goran Velkoski, and Marjan Gusev " L3B: Low Level Load Balancer in the Cloud " 2013, IEEE, EuroCon 2013
  13. Prajakta S. Kalekar , Kanwal Rekhi School Of Information Technology "Time Series Forecasting using Holt Winters Exponential Smoothing"
Index Terms

Computer Science
Information Sciences

Keywords

Load forecasting Exponential smoothing Threshold Migration