Russian Federation
Russian Federation
Currently, the widespread use of cloud computing has led to an increase in the load on cloud servers. The large number of services provided requires a large amount of traffic. This article discusses load balancing algorithms in cloud computing and analyzes their effectiveness. The effectiveness of the algorithms is evaluated by comparing the response time and cost of the VM for three different regions.
cloud computing, load balancing simulation, load balancing algorithms, performance analysis, Cloud Analyst, Round Robin algorithm, AMLB algorithm, DLT, Cloud Computing, Load balancing , Load Balancer Manager (LBM), Throttled, ESCEL.
1. Rouse, A. Public cloud. - Rezhim dostupa: http://searchcloudcomputing.techtarget.com/definition/public-cloud, 2012.
2. Bhathiya, Wickremasinghe,”Cloud Analyst: A Cloud Sim-based Visual Modeller for Analysing Cloud Computing Environments and Applications”, IEEE, 2010.
3. Mohialdeen, I. A. Comparative Study Of Scheduling Algorithms In Cloud Computing Environment / I. A. Mohialdeen // Journal of Computer Science, 2013.
4. Wang, L. Cloud computing: a perspective study / L. Wang [et al.] // New Gener. Comput. - 2010. - Vol. 28, no. 2. - Pp. 137-146.
5. Mangal, N. T./ Analysis of Public Cloud Load Balancing using Partitioning / N. T. Mangal, K. K. Gautam, R. K. Katare // Method and Game Theory. - 2014. - V. 4, I. 2, February.
6. Belkhouraf, M/ A secured load balancing architecture for cloud computing based on multiple clusters / M. Belkhouraf, A. Kartit, H. Ouahmane, H. K. Idrissi, Z. Kartit, M. El Marraki // Cloud Technologies and Applications (CloudTech) 2015 : International Conference on. - 2015. - Pp. 1-6/
7. Mishra, S. K. Load balancing in cloud computing: A big pictureq. Journal of King Saud University / S.K. Mishra [et al.] // Computer and Information Sciences, 2018.
8. Kansal, N. J. Cloud load balancing techniques: A step towards green computing / N.J. Kansal, I. Chana // IJCSI Int. J. Comput. Sci. Issues, 2012. - Vol. 9, no. 1. - Pp. 238-246.
9. Mell, P The NIST definition of cloud computing / P. Mell, T. Grance. - 2011.
10. Ranjan, K. M. Load Balancing / K. M. Ranjan, P. Ray, D. Sarddar // International Journal of Research in Computer Applications & Information Technology. - 2016. - V. 4, I. 1, January-February. - Pp. 01- 21
11. Kaur, R. Load balancing in cloud computing / R. Kaur, P. Luthra // Proceedings of International Conference on Recent Trends in Information, Telecommunication and Computing, ITC, 2012.
12. Sarkar, E. Load management in cloud environment / E, Sarkar, Ch. Sekhar // Int. Journal of Engineering Research and Applications. - 2014. - Vol. 4, I. 9 (Version 4), September. - Pp.114-116
13. Songjie, J. Y. Cloud computing and its key techniques / J. Y. Songjie, C. Wu // Int. Journal of Engineering Research and Applications - 2011. - Pp. 320-324.
14. Tanvee, A. Analytic Study Of Load Balncing Techniques Using Tool Cloud Analyst / A. Tanvee, S. Yogendra // International Journal of Engineering Research and Applications. - 2012. - Pp. 1027-1030.
15. Xu, G. A load balancing model based on cloud partitioning for the public cloud / G. Xu, J. Pang, X. Fu // Tsinghua Science and Technology, 2013. - N. 18(1). - doihttps://doi.org/10.1109/tst.2013.6449405.
16. Zol'nikov, V. K. Raschet pokazateley stoykosti raboty cifrovyh mikroshem v SAPR / V.K. Zol'nikov, V.V. Lavlinskiy, Yu.A. Chevychelov, Yu.S. Serbulov, V.I. Anciferova, V.N. Achkasov, Yu.G. Tabakov // Lesotehnicheskiy zhurnal. - 2014. - T. 4. № 4 (16). - S. 291-301.
