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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 852))

Abstract

Providing high quality of Web services is now very important for most of the services. The application of cloud computing in Web systems enables lower costs and increases efficiency and reliability. In the paper we present a design of two-layer decision-making method in a cloud-based Web system TLCWS (Two-Layer Cloud-based Web System). It uses the neuro-fuzzy approach to enable the distribution of HTTP requests. The proposed method is design to minimize the response time of each request. The simulation experiments show that the proposed approach is more than just adequate and that it is possible to shorten the response time required for requests significantly.

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References

  1. AWS Documentation, Regions and Availability Zones. https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html. Accessed 21 Apr 2018

  2. Cardellini, V., Casalicchio, E., Colajanni, M., Mambelli, M.: Web switch support for differentiated services. ACM Perf. Eval. Rev. 29(2), 14–19 (2001)

    Article  Google Scholar 

  3. Cardellini, V., Casalicchio, E., Colajanni, M., Yu, P.S.: The state of the art in locally distributed Web-server systems. ACM Comput. Surv. 34(2), 263–311 (2002)

    Article  Google Scholar 

  4. Coninck, D.E., et al.: Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds. J. Syst. Softw. 118, 101–114 (2016)

    Article  Google Scholar 

  5. IaaS, PaaS and SaaS – IBM Cloud service models. https://www.ibm.com/cloud/learn/iaas-paas-saas. Accessed 21 Apr 2018

  6. Kumar, M., Sharma, S.C.: Priority Aware Longest Job First (PA-LJF) algorithm for utilization of the resource in cloud environment. In: INDIACom, pp. 415–420 (2016)

    Google Scholar 

  7. Li, J.: An greedy-based job scheduling algorithm in cloud computing. J. Soft. 9(4) 2014

    Google Scholar 

  8. Microsoft Cloud IT architecture resources. https://docs.microsoft.com/en-us/office365/enterprise/microsoft-cloud-it-architecture-resources. Accessed 21 Apr 2018

  9. OMNeT++ Discrete Event Simulator. https://www.omnetpp.org/. Accessed 21 Apr 2018

  10. Samal, P., Mishra, P.: Analysis of variants in round robin algorithms for load balancing in Cloud Computing. Int. J. Comput. Sci. Inf. Technol. 4, 416–419 (2013)

    Google Scholar 

  11. Suresh, A., Vijayakarthick, P.: Improving scheduling of backfill algorithms using balanced spiral method for cloud metascheduler. In: International Conference on Recent Trends in Information Technology, Chennai, TN (2011)

    Google Scholar 

  12. Thomas, A.: Credit based scheduling algorithm in cloud computing environment. In: Proceedings of the International Conference on Information and Communication Technologies, ICICT 2014, Bolgatty (2014)

    Google Scholar 

  13. Zatwarnicki, K.: Adaptive control of cluster-based web systems using neuro-fuzzy models. Int. J. Appl. Math. Comput. Sci. (AMCS) 22(2), 365–377 (2012)

    Article  Google Scholar 

  14. Zatwarnicki, K., Płatek, M., Zatwarnicka, A.: A cluster-based quality aware web system. In: Information Systems Architecture and Technology, vol. 430, pp. 477–486. Springer, Cham (2016)

    Google Scholar 

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Correspondence to Krzysztof Zatwarnicki .

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Zatwarnicki, K., Zatwarnicka, A. (2019). Two-Layer Cloud-Based Web System. In: Borzemski, L., Świątek, J., Wilimowska, Z. (eds) Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018. ISAT 2018. Advances in Intelligent Systems and Computing, vol 852. Springer, Cham. https://doi.org/10.1007/978-3-319-99981-4_12

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