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Liczba wyników
2014 | 2 | 753-760
Tytuł artykułu

Performance Analysis of SaaS Ticket Management Systems

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Cloud architecture has the ability of sharing hardware resources and services among multiple tenants. In this paper we measure the performance for the multi-VM (multiple virtual machines) cloud architecture and compare it with the single-VM architecture. Renting resources on a cloud usually comes with a variety of options, such as use of more and smaller virtual machines or use of less and bigger virtual machines. The objective of this research is to find out which scenario gives better performance for the same price of rented resources. This will be done by comparing the following attributes: Average response time, Pages per second, Average page time, Requests per second, CPU time. We setup a hypothesis that the multi-VM approach would be better, and the best architecture is the one offering the highest number of small virtual machines, predicting that the computational demands will spread to different virtual machines in a balanced manner. The results confirm the hypothesis and lead to a recommendation for an optimal architecture of a cloud based solution for a common transactional web solution.(original abstract)
Rocznik
Tom
2
Strony
753-760
Opis fizyczny
Twórcy
autor
  • Innovation Dooel
autor
  • Ss. Cyril and Methodius University in Skopje
autor
  • Ss. Cyril and Methodius University in Skopje
Bibliografia
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  • Cecchet E., Udayabhanu V., Wood T., and Shenoy P., "Benchlab: An open testbed for realistic benchmarking of web applications," in Proc. of the 2Nd USENIX Conf. on Web Application Development, ser. WebApps'11, 2011, pp. 4-4. [Online]. Available: http://dl.acm.org/citation.cfm?id=2002168.2002172
  • Chen X., Chen H., Zheng Q., Wang W., and Liu G., "Characterizing web application performance for maximizing service providers' profits in clouds," in Cloud and Service Computing (CSC), 2011 International Conference on, Dec 2011, pp. 191-198.
  • Google, "Compute Engine," 2013. [Online]. Available: http://cloud.google.com/pricing/
  • Gusev M. and Ristov S., "The optimal resource allocation among virtual machines in cloud computing," in Proceedings of The 3rd International Conference on Cloud Computing, GRIDs, and Virtualization (CLOUD COMPUTING 2012), 2012, pp. 36-42.
  • Gusev M., Ristov S., and Gushev P., "Developing a ticket management saas solution," in MIPRO, 2014 Proceedings of the 37th International Convention, IEEE Conference Publications, Croatia, 2014, pp. 328-333.
  • Gusev M., Ristov S., Velkoski G., and Simjanoska M., "Optimal resource allocation to host web services in cloud," in Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, ser. CLOUD'13, USA, June 2013. doi: 10.1109/CLOUD.2013.103 pp. 948-949. [Online]. Available: http://dx.doi.org/10.1109/CLOUD.2013.103
  • Gushev P., Guseva A., Ristov S., and Gusev M., "Cloud solutions for bug reporting," in XLVIII Int. Scientific Conf. on Information, Comm. and Energy Systems and Technologies, 2013, pp. 227-230.
  • Hill Z., Li J., Mao M., Ruiz-Alvarez A., and Humphrey M., "Early observations on the performance of windows azure," in Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, ser. HPDC '10. ACM, 2010. doi: 10.1145/1851476.1851532. ISBN 978-1-60558-942-8 pp. 367-376. [Online]. Available: http://doi.acm.org/10.1145/1851476.1851532
  • Iakymchuk R., Napper J., and Bientinesi P., "Improving highperformance computations on clouds through resource underutilization," in Proceedings of the 2011 ACM Symposium on Applied Computing, ser. SAC '11. ACM, 2011. doi: 10.1145/1982185.1982217 pp. 119-126. [Online]. Available: http://doi.acm.org/10.1145/1982185.1982217
  • Iqbal W., Dailey M., and Carrera D., "Sla-driven dynamic resource management for multi-tier web applications in a cloud," in Cluster, Cloud and Grid Computing (CCGrid), 2010 10th IEEE/ACM International Conference on, May 2010. doi: 10.1109/CCGRID.2010.59 pp. 832-837. [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5493374&isnumber=5493340
  • Jayasinghe D., Malkowski S., Wang Q., Li J., Xiong P., and Pu C., "Variations in performance and scalability when migrating n-tier applications to different clouds," in Cloud Computing (CLOUD), 2011 IEEE Int. Conf. on, 2011. doi: 10.1109/CLOUD.2011.43 pp. 73-80. [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6008695&isnumber=6008659
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Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
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