Advertisement

Rough Set Based Quality of Service Design for Service Provisioning in Clouds

  • Praveen Ganghishetti
  • Rajeev Wankar
  • Rafah M. Almuttairi
  • C. Raghavendra Rao
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6954)

Abstract

Quality of Service (QoS) is a broad term used to describe the overall experience a user or application will receive over a network. A rough set based approach is used to design a modified Cloud-QoS Management Strategy (MC-QoSMS). MC-QoSMS is a component of cloud broker that is used to allocate resources based on Service Level Agreement between users and providers for Infrastructure as a Service (IaaS) provisioning of cloud. Concept of reduct from rough set theory is used to allocate the best service provider to the cloud’s user with minimum searching time. The performance of the proposed system has been analyzed in terms of number of requests. It is reported that the system outperformed random algorithm by 25% and the round robin algorithm by 30% for 100 requests.

Keywords

Rough Sets Reduct Quality of Service (QoS) Cloud Broker Infrastructure as a Service (IaaS) 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    Ganghishetti, P., Wankar, R.: Quality of Service Design in Clouds. CSI Communications 35(2), 12–15 (2011)Google Scholar
  2. 2.
    Salehi, M.A., Buyya, R.: Adapting Market-Oriented Scheduling Policies for Cloud Computing. In: Hsu, C.-H., Yang, L.T., Park, J.H., Yeo, S.-S. (eds.) ICA3PP 2010. LNCS, vol. 6081, pp. 351–362. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  3. 3.
    Yang, C., Ge, H., Yao, G., Ma, L.: Quick Complete Attribute Reduction Algorithm. In: 6th Inter. Conf. on Fuzzy Systems and Knowledge Discovery, vol. 04. IEEE Computer Society, Washington, USA (2009)Google Scholar
  4. 4.
    Thangavel, K., Shen, Q., Pethalakshmi, A.: Application of Clustering for Feature Selection Based on Rough Set Theory Approach. The International Journal of AIML 6(1) (2006)Google Scholar
  5. 5.
    Pawlak, Z.: Rough Sets. IJCIS 11, 341–356 (1982)MathSciNetMATHGoogle Scholar
  6. 6.
    Nurmi, D., Wolski, R., Grzegorczyk, C., Obertelli, G., Soman, S., Youseff, L., Zagorodnov, D.: The Eucalyptus Open-Source Cloud-Computing System. In: Proceedings CCGRID 2009, pp. 124–131. IEEE Computer Society, Washington (2009)Google Scholar
  7. 7.
    Amazon EC2 Service, http://aws.amazon.com/ec2/

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Praveen Ganghishetti
    • 1
  • Rajeev Wankar
    • 1
  • Rafah M. Almuttairi
    • 1
  • C. Raghavendra Rao
    • 1
  1. 1.Grid Computing Labaratory, Department of Computer and Information SciencesUniversity of HyderabadHyderabadIndia

Personalised recommendations