Skip to main content

QoS Monitoring and Dynamic Trust Establishment in the Cloud

  • Conference paper
Advances in Grid and Pervasive Computing (GPC 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7296))

Included in the following conference series:

Abstract

In the current cloud computing scenario, the need for establishing an SLA is essential. There is an even stronger necessity for monitoring whether the QoS mentioned in the SLA is met by the service provider. The next big issue is the trust on the service provider. Even though the providers pledge to meet the agreed upon QoS, there is a desideratum for a trust model which will give a quantitative measure of the trust to the requester before choosing a service provider. In this paper, we portray a novel approach which will monitor the QoS, negating the drawbacks associated with the existing techniques. The amount of monitoring data sent over the network is reduced by employing a derived and state monitoring approach. Based on the monitoring results, trust is established dynamically by making use of the Markov Chain model. The proposed approach is implemented using a web based system which will elucidate its use in real time. We believe that our dynamic trust establishment technique will be munificent in supporting the way trust management will be viewed in future.

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

Access this chapter

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 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Khan, K.M., Malluhi, Q.: Establishing Trust in Cloud Computing. IT Professional, 20–27 (September 2010)

    Google Scholar 

  2. Romano, L., De Mari, D., Jerzak, Z., Fetzer, C.: A Novel Approach to QoS Monitoring in the Cloud. In: First International Conference on Data Compression, Communications and Processing (2011)

    Google Scholar 

  3. Park, J., Yu, H., Chung, K., Lee, E.: Markov Chain based Monitoring Service for Fault Tolerance in Mobile Cloud Computing. In: Workshops of International Conference on Advanced Information Networking and Applications (2011)

    Google Scholar 

  4. Lund, M., Solhaug, B., Stlen, K.: Evolution in Relation to Risk and Trust Management. Computer, 49–55 ( May 2010)

    Google Scholar 

  5. Guo, Q., Sun, D., Chang, G., Sun, L., Wang, X.: Modeling and evaluation of trust in cloud computing environments. In: 3rd International Conference on Advanced Computer Control (2011)

    Google Scholar 

  6. Markov-Chains, http://www.cs.virginia.edu/~gfx/courses/2006/DataDriven/bib/texsyn/Chapter11.pdf

  7. Manvi, S.S., Birge, M.N.: Device Resource Status Monitoring System in Wireless Grids. In: ACEEE Intl. ACT (2009)

    Google Scholar 

  8. Eucalyptus, http://www.eucalyptus.com/

  9. Xen- hypervisor, http://xen.org/

  10. The SRT-15 project, http://www.srt-15.eu/

  11. Gupta, D., Gardner, R., Cherkasova, L.: XenMon: QoS Monitoring and Performance Profiling Tool, http://www.hpl.hp.com/techreports/2005/HPL-2005-187.pdf

  12. Wang, M., Holub, V., Parsons, T., Murphy, J., OSullivan, P.: Scalable Runtime Correlation Engine for Monitoring in a Cloud Computing Environment. In: 17th IEEE International Conference and Workshops on Engineering of Computer-Based Systems (2010)

    Google Scholar 

  13. Patel, P., Ranabahu, A., Sheth, A.: Service Level Agreement in Cloud Computing. In: UKPEW (2009)

    Google Scholar 

  14. Kung, H.T., Lin, C.-K., Vlah, D.: CloudSense: Continuous Fine-Grain Cloud Monitoring with Compressive Sensing. In: USENIX HotCloud (2011)

    Google Scholar 

  15. Huang, H., Wang, L.: P&P: a Combined Push-Pull Model for Resource Monitoring in Cloud Computing Environment. In: IEEE 3rd International Conference on Cloud Computing (2010)

    Google Scholar 

  16. Liu, F., Xu, Z., Wang, Q.: Grid Computing Monitoring Based on Agent. In: 1st International Symposium on Pervasive Computing and Applications (2006)

    Google Scholar 

  17. Meng, S., Liu, L., Wang, T.: State Monitoring in Cloud Datacenters. IEEE Transactions on Knowledge and Data Engineering 23(9) (September 2011)

    Google Scholar 

  18. Stallings, W.: X.509 Authentication Service, 4th edn. Cryptography and Network Security, ch. 14, pp. 419–428 (2005)

    Google Scholar 

  19. Abawajy, J.: Establishing Trust in Hybrid Cloud Computing Environment. In: TrustCom (2011)

    Google Scholar 

  20. Massie, M.L., Chun, B.N., Culler, D.E.: The ganglia distributed monitoring system: design, implementation, and experience. Parallel Computing 30, 817–840 (2004)

    Article  Google Scholar 

  21. Legrand, I., Voicu, R., Cirstoiu, C., Grigoras, C., Betev, L., Costan, A.: Monitoring and Control of Large Systems with MonALISA. Queue- Data 7(6) (July 2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Chandrasekar, A., Chandrasekar, K., Mahadevan, M., Varalakshmi, P. (2012). QoS Monitoring and Dynamic Trust Establishment in the Cloud. In: Li, R., Cao, J., Bourgeois, J. (eds) Advances in Grid and Pervasive Computing. GPC 2012. Lecture Notes in Computer Science, vol 7296. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30767-6_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-30767-6_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30766-9

  • Online ISBN: 978-3-642-30767-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics