1 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
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Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud Hasen Nicanfar, S. Mohsen Amiri, Chunsheng Zhu, Peyman TalebiFard, Victor C.M. Leung, Panos
2 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Outline
- Introduction
- Background
- Proposal
- Analysis
- Conclusion
3 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
4 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
5 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Problem?
- Maximizing the trust and minimizing the cost for the customers
Contribution?
Formulate the problem Propose a platform for the TRM system in Cloud Target: Service delivery Model: Multi-layer/tire Service Providers Choosing the best provider: an application of the TRM system
Considering NIST & CSA: Definition, SLA, CloudTrust Protocol, PLA
6 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Credits
1.
- S. P. Marsh, Formalising Trust as a Computational Concept. PhD thesis, University of
Stirling, April 1994. 2.
- A. Fox, R. Griffith, A. Joseph, R. Katz, A. Konwinski, G. Lee, D. Patterson, A. Rabkin, and I.
Stoica, “Above the clouds: A Berkeley view of cloud computing,” Dept. Electrical Eng. and
- Comput. Sciences, University of California, Berkeley, Rep. UCB/EECS, vol. 28, 2009.
3.
- Z. Xiao and Y. Xiao, “Security and Privacy in Cloud Computing,” accepted for publication
in IEEE Communication Surveys & Tutorials, vol. 15, no. 12, pp. 843–859, Second Quarter 2013. 4.
- A. Das and M. M. Islam, “SecuredTrust: A Dynamic Trust Computation Model for Secured
Communication in Multiagent Systems,” Dependable and Secure Computing, IEEE Transactions on, vol. 9, no. 2, pp. 261–274, 2012.
7 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Background
- History of trust
- Trust in social science
- Trust in e-commerce
- Trust in e-banking
- Trust in information and communication technology (ICT)
- ICT applications: Health care, smart grid, cloud computing …
- More, in: ICN/CCN, Identity federation
8 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Definitions
- Trustor and trustee
- Direct and indirect trust
- Punishment
- Recommendation
- Reputation
- Trust and Reputation Management (TRM) system
- Central and Distributed TRM systems
9 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
10 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
11 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Analysis
- Security Analysis
– Secure versus most of the TRM attacks
- Implementation tip
– Role of – CSC interests
- Applicability:
– Affect of the target price
12 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013
Service-Oriented Trust and Reputation Management System for Multi-Tier Cloud
Conclusion
- Maximizing the trust and Minimizing the cost.
- We formulated the problem in a multi layer chain of CSPs.
- Proposed an efficient and practical TRM framework
- It dynamically can be adapted to the service and
countermeasures that are required by the CSC.
- Our analysis showed that our system is secure to be used
and reliable in cloud.
- To extend: Adding cost minimization approaches; designing
FnT(.); using this system to reduce the influence of the CSP with low trust value in order to have less impact on the trust value of the chain.
13 of 13 The 2nd IEEE International Conference on Cloud Networking (CloudNet), San Francisco, CA, Nov. 2013