Skip to main content

A Game Theory Based Automated SLA Negotiation Model for Confined Federated Clouds

  • Conference paper
  • First Online:
  • 1568 Accesses

Abstract

Federation of Cloud services is notably landing interests from both Cloud providers and consumers. Cloud providers nowadays are required to form federations to remain competitive, and sustain their market share. Cloud consumers however seek optimized services from Clouds federation. They strive to maximize their satisfaction level, which is often measured by Quality of Service (QoS). Federations are governed by a mutual contract known as Service Level Agreement (SLA), which both consumers and providers must negotiate, so as to reach an agreement. The focus of this paper is to address issues related to SLA negotiation for the purpose of QoS assurance within federation of Clouds. We define, and specify an automated SLA negotiation model based on Fair Division Game. We evaluate our model using different use cases, and the obtained results proved fairness, and efficiency of the proposed SLA negotiation model in CloudLend.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Dastjerdi, A.V.: Qos-aware and semantic-based service coordination for multi-cloud environments. Ph.D. Dissertation, The University of Melbourne, March 2013

    Google Scholar 

  2. Neuman, J.V., Morgenstern, O.: Theory of Games and Economic Behavior. Princeton University Press, Princeton (1944)

    Google Scholar 

  3. Falasi, A.A., Serhani, M.A., Elnaffar, S.: The sky: a social approach to clouds federation. Procedia Comput. Sci. 19, 131–138 (2013)

    Article  Google Scholar 

  4. Falasi, A.A., Serhani, M.A., Dssouli, R.: A model for multi-levels SLA monitoring in federated cloud environment. In: 10th International Conference on Ubiquitous Intelligence and Computing and 10th International Conference on Autonomic and Trusted Computing (UIC/ATC), pp. 363–370. IEEE (2013)

    Google Scholar 

  5. Binmore, K., Vulkan, N.: Applying game theory to automated negotiation. Netnomics 1(1), 1–9 (1999)

    Article  Google Scholar 

  6. Zheng, X., Martin, P., Powley, W., Brohman, K.: Applying bargaining game theory to web services negotiation. In: 2010 IEEE International Conference on Services Computing (SCC), pp. 218–225. IEEE (2010)

    Google Scholar 

  7. Alsrheed, F., El Rhalibi, A., Randles, M., Merabti, M.: Rubinstein’s alternating offers protocol for automated cloud computing negotiation. In: Proceedings of the 14th Annual PG Symposium on the Convergence of Telecommunications, Networking, and Broadcasting (2013)

    Google Scholar 

  8. Figueroa, C., Figueroa, N., Jofre, A., Sahai, A., Chen, Y., Iyer, S.: A game theoretic framework for SLA negotiation. HP Laboratories Palo Alto, Technical report HPL-2008-5 (2008)

    Google Scholar 

  9. Silaghi, G.C.: A time-constrained SLA negotiation strategy in competitive computational grids. Future Gener. Comput. Syst. 28(8), 1303–1315 (2012)

    Article  Google Scholar 

  10. Yaqub, E., Wieder, P., Kotsokalis, C., Mazza, V., Pasquale, L., Rueda, J.L., Gómez, S.G., Chimeno, A.E.: A generic platform for conducting SLA negotiations. In: Wieder, P., Butler, J.M., Theilmann, W., Yahyapou, R. (eds.) Service Level Agreements for Cloud Computing, pp. 187–206. Springer, New York (2011)

    Chapter  Google Scholar 

  11. Wieder, P., Butler, J.M., Theilmann, W., Yahyapour, R.: Service Level Agreements for Cloud Computing. Springer Science & Business Media, New York (2011)

    Book  Google Scholar 

  12. Brams, S.J., Taylor, A.D.: Fair Division: From cake-Cutting to Dispute Resolution. Cambridge University Press, New York (1996)

    Book  MATH  Google Scholar 

  13. Brams, S.J., Taylor, A.D.: The Win-Win Solution: Guaranteeing Fair Shares to Everybody. WW Norton & Company, New York (2000)

    Google Scholar 

  14. University of Waikato: “Weka 3”

    Google Scholar 

  15. New York University: Adjusted winner website

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Asma Al Falasi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Cite this paper

Al Falasi, A., Serhani, M.A., Hamdouch, Y. (2016). A Game Theory Based Automated SLA Negotiation Model for Confined Federated Clouds. In: Zhang, Y., Peng, L., Youn, CH. (eds) Cloud Computing. CloudComp 2015. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 167. Springer, Cham. https://doi.org/10.1007/978-3-319-38904-2_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-38904-2_11

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-38903-5

  • Online ISBN: 978-3-319-38904-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics