An Effective Analysis of Load Balancing Algorithms in Cloud

Authors

  • Singampalli Sankeerthi  Assistent Professor, Department of MCA, St. Mary's Group of Institutions, Guntur, Andhra Pradesh, India
  • Kothapalli Sudha  PG Students, Department of MCA, St. Mary's Group of Institutions, Guntur, Andhra Pradesh, India

Keywords:

Cloud Computing, Cloud loads Virtualization, Load Balancing in cloud, load-balancing algorithms, SLA, Challenges.

Abstract

In the cloud computing paradigm, the programming of computing resources could be an important a part of cloud computing field. With increment within the range of users and also the form of applications on the cloud computing platform, effective utilization of resources within the system becomes an important concern to make sure service level agreements (SLA).Resource distribution and also the effective load balancing are the required mechanism to extend the service level agreement (SLA) and higher uses of accessible resources within the heterogeneous environment. correct load balancing technique helps in implementing fail-over, shunning of bottleneck problems, providing measurability, improvement of resource allocation, increasing Reliableness and user satisfaction etc. in cloud computing. Cloud has many sorts of load concern like memory load, CPU load, network load and server load. so as to boost the performance of the full cloud environment, Load balancing algorithms are required to distribute the load equally across all the nodes within the cloud. This paper discusses several load-balancing techniques wont to fathom the difficulty in cloud computing environment.

References

  1. Vaquero L M, Rodero Merino I, Caeeres J. A break in the clouds: Towards a cloud definition J]. ACM SIGCOMM Computer Communication Review, 2009, 39(1): 50–55.
  2. Randles, M., D. Lamb and A. Taleb-Bendiab, "A Comparative Study into Distributed Load Balancing Algorithms for Cloud Computing," in Proc. IEEE 24th International Conference on Advanced Information Networking and Applications Workshops (WAINA), Perth, Australia, April 2010.
  3. Mell, P., and Grance, T. 2011. The NIST definition of Cloud computing (draft), NIST. Online]. Available: http://csrc.nist.gov/publications/drafts/800-145/Draft-SP-800-145_Cloud-definition.pdf.
  4. E. Anshelevich, D. Kepme, J. Kleinberg, "Stability of Load Balancing Algorithms in Dynamic Adversarial Systems", Proceeding of the 34th annual ACM symposium on Theory of Computing, 2002.
  5. Rimal, B. Prasad, E. Choi and I. Lumb, "A taxonomy and survey of cloud computing systems" .In proc. 5th International Joint Conference on INC, IMS and IDC, IEEE, 2009.
  6. Elarbi Badidi, Architecture et services pour la distribution de chargedans les systèmes distribués objet, Université de Montréal Faculté des études supérieures, these doctorale, 20 juillet 2000 .
  7. T-Y., W-T. Lee, Y-S. Lin, Y-S. Lin, H-L. Chan and J-S. Huang, "Dynamic load balancing mechanism based on cloud storage" in proc. Computing, Communications and Applications Conference (ComComAp), IEEE, pp:102-106, January 2012.
  8. Lee, R. and B. Jeng, "Load-balancing tactics in cloud," in proc.
  9. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), IEEE, pp: 447-454, October 2011.
  10. Al-Jaroodi, J. and N. Mohamed. "DDFTP: Dual-Direction FTP," in proc. 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), IEEE, pp: 504-503, May 2011.
  11. 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, pages 551-556.
  12. Randles M., Lamb D. and Taleb-Bendiab A., 24th International Conference on Advanced Information Networking and Applications Workshops, 551-556,2010.
  13. Stanojevic R. and Shorten R., IEEE ICC, 1-6, 2009.
  14. Vouk, "Cloud Computing- Issues, Research and Implementations," Information Technology Interfaces, pp. 31-40, June 2008.
  15. S.Mohana Priya, B.Subramani, "A New Approach for Load Balancing in Cloud Computing", International Journal of Engineering and Computer Science, May 2013.
  16. Wang S., Yan K., Liao W. and Wang S, 3rd International Conference on Computer Science and Information Technol-ogy, 108-113, 2010.
  17. Jeffrey M. Galloway, Karl L.Smith, Susan S. Vrbsky, "Power Aware Load Balancing for Cloud Computing", World Congress on Engineering and Computer Science, 2011.
  18. Liu H., Liu S., Meng X., Yang C. and Zhang Y., International Conference on Service Sciences (ICSS), 257-262, 2010.
  19. Martin Randles, David Lamb, A. Taleb-Bendiab, 2010"A Comparative Study into Distributed Load balancing Algorithms for Cloud Computing" IEEE 24th International Conference on Advanced Information Networking and Applications Workshops, pp: 1/10.
  20. Lua Y., Xiea Q., Kliotb G., Gellerb A., Larusb J. R. and Green-ber A,"Int. Journal on Performance evaluation",2011.
  21. Foster, I., Y. Zhao, I. Raicu and S. Lu, "Cloud Computing and Grid Computing 360- degree compared," in proc. Grid Computing Environments Workshop, pp: 99- 106, 2008.
  22. Buyya R., R. Ranjan and RN. Calheiros, "InterCloud: Utilityoriented federation of cloud computing environments for scaling of application services," in proc. 10th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), Busan, South Korea, 2010.
  23. Sotomayor, B., RS. Montero IM. Llorente, and I. Foster, "Virtual infrastructure management in private and hybrid clouds," in IEEE Internet Computing, Vol. 13, No. 5, pp: 14-22, 2009.
  24. Sungmin Yi, Hyoseok Ryu, Yon Dohn Chung, "Load Balancing for Real-time, Location-based Event Processing on Cloud Systems", 2013 IEEE 16th International Conference on Computational Science and Engineering.

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2018-02-28

Issue

Volume 3, Issue 1, January-February-2018

Section

Research Articles

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How to Cite

[1]
Singampalli Sankeerthi, Kothapalli Sudha, " An Effective Analysis of Load Balancing Algorithms in Cloud, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 1, pp., January-February-2018.