Credibility protection for resource sharing and collaborating in non-center network computing environments

doi:10.1016/S1005-8885(14)60300-9

中国邮电高校学报(英文) ›› 2014, Vol. 21 ›› Issue (3): 46-55.doi: 10.1016/S1005-8885(14)60300-9

Credibility protection for resource sharing and collaborating in non-center network computing environments

徐小龙 TU Qun Wang Xin-Heng 王汝传

1. College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China 2. State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210046, China 3. School of Computing, University of the West of Scotland, Paisley PA1 2BE, United Kingdom

收稿日期:2013-08-29 修回日期:2014-01-08 出版日期:2014-06-30 发布日期:2014-06-30
通讯作者: 徐小龙 E-mail:xuxl@njupt.edu.cn
基金资助:
This work was supported by the National Natural Science Foundation of China (61202004).

Credibility protection for resource sharing and collaborating in non-center network computing environments

徐小龙 TU Qun Wang Xin-Heng 王汝传

1. College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China 2. State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210046, China 3. School of Computing, University of the West of Scotland, Paisley PA1 2BE, United Kingdom

Received:2013-08-29 Revised:2014-01-08 Online:2014-06-30 Published:2014-06-30
Supported by:
This work was supported by the National Natural Science Foundation of China (61202004).

摘要/Abstract

摘要：

Non-center network computing environments have some unique characteristics, such as instability, heterogeneity, autonomy, distribution and openness, which bring serious issues of security and reliability. This article proposes a brand-new credibility protection mechanism for resource sharing and collaboration in non-center network computing environments. First, the three-dimensional hierarchical classified topology (3DHCT) is proposed, which provides a basic framework for realizations of the identity credibility, the behavior credibility and the capability credibility. Next, the agent technology is utilized to construct the credibility protection model. This article also proposes a new comprehensive credibility evaluation algorithm with simple, efficient, quantitative and able to meet the requirements of evaluating behavior credibility and the capability credibility evaluation as well. The Dempster-Shafer theory of evidence and the combination rule are used to achieve the evaluation of the capability credibility. The behavior credibility is evaluated with the current and historical performance of nodes for providers and consumers to realize more accurate prediction. Based on the non-center network computing simulation test platform, simulation is been conducted to test the performance and validity of the proposed algorithms. Experiment and analysis show that the proposed algorithms are suitable for large-scale, dynamic network computing environments, and able to maintain the credibility for networks without relying on central node, make a non-center network gradually evolve into an orderly, stable and reliable computing environment efficiently.

关键词:

non-center network computing, agent, credibility, evidence

Abstract:

Key words:

non-center network computing, agent, credibility, evidence

XU Xiao-long, TU Qun, WANG Xin-heng, WANG Ru-chuan. Credibility protection for resource sharing and collaborating in non-center network computing environments[J]. Acta Metallurgica Sinica(English letters), 2014, 21(3): 46-55.

参考文献

1. Lu X C, Wang H M, Wang J, et al. Internet-based virtual computing environment: Beyond the data center as a computer. Future Generation Computer Systems, 2013, 29(1): 309-322

2. Zhao H Y, Li X L. H-trust: A group trust management system for peer-to-peer desktop grid. Journal of Computer Science and Technology, 2009, 24(5): 833-843

3. Saroiu S, Gummadi P K, Gribble S D. Measuring and analyzing the characteristics of Napster and Gnutella hosts. Multimedia Systems Journal, 2003, 8(5): 170-184

4. Shen C X, Zhang H G, Wang H M, et al. Research on trusted computing and its development. Science China: Information Sciences, 2010, 53(3): 405-433

5. Wang X F, Liu L, Su J S. RLM:A general model for trust representation and aggregation. IEEE Transactions on Services Computing, 2012, 5(1): 131-143

6. Li L, Zheng X L, Chen D R, et al. Trust based service selection in service oriented environment. International Journal of Web Services Research, 2012, 9(3): 23-42

7. Yan Z, Zhang P, Deng R H. TruBeRepec: A trust-behavior-based reputation and recommender system for mobile applications. Personal and Ubiquitous Computing, 2012, 16(5): 485-506

8. Wang H M, Tang Y B, Yi G, et al. Trustworthiness of Internet-based software. Science in China Series E: Information Sciences, 2006, 49(6): 759-773

9. Huang L C, Wu Z H. A PKI-based scalable security infrastructure for scalable grid. Proceedings of the 2nd International Workshop of Grid and Cooperative Computing (GCC’03), Dec 7-10, 2003, Shanghai, China. LNCS 3033. Berlin, Germany: Springer-Verlag, 2003:1051-1054

10. Yan Z, Prehofer C. Autonomic trust management for a component-based software system. IEEE Transactions on Dependable and Secure Computing, 2011, 8(6): 810-823

11. Abdul-Rahman A. The PGP trust model. The Journal of Electronic Commerce, 1997, 10(3): 27-31

12. Zimmermann P R. The official PGP user’s guide. Cambridge, MA,USA: MIT Press, 1995

13. Kamvar S D, Schlosser M T. EigenRep: Reputation management in P2P networks. Proceedings of the 12th International World Wide Web Conference (WWW’03), May 20-24, 2003, Budapest, Hungary. New York, NY, USA: ACM, 2003: 123-134

14. Dou W, Wang H M, Jia Y, et al. A recommendation-based peer-to-peer trust model. Journal of Software, 2004, 15(4): 571-583(in Chinese)

15. Huang J W, Nicol D M. A formal-semantics-based calculus of trust. IEEE Internet Computing, 2010, 14(5): 38-46

16. Wang Y, Li L. Two-dimensional trust rating aggregations in service-oriented applications. IEEE Transactions on Services Computing, 2011, 4(4): 257-271

17. Li L, Wang Y. The study of trust vector based trust rating aggregation in service-oriented environments. World Wide Web-Internet and Web Information System, 2012, 15(5/6): 547-579

18. Dempster A P. Upper and lower probabilities induced by a multi-valued mapping. Annals of Mathematical Statistics, 1967, 38(2): 325-339

19. Shafer G. A mathematical theory of evidence. Princeton, NJ,USA: Princeton University Press, 1976

20. Xu X L, Wang R C. The collaboration alliance mechanism of P2P based on mobile multi-agent technology. Journal of Electronics and Information Technology, 2007, 29(2): 345-349(in Chinese)

21. Lan Z L, Zheng Z M, Li Y W. Toward automated anomaly identification in large-scale systems. IEEE Transactions on Parallel and Distributed Systems, 2010, 21(2):174-187

22. Zhang M D, Zheng X F, Lu S W, et al. Research on trust degree of authentication. Computer Science, 2011, 38(11): 43-47(in Chinese)

23. Jiang W J, Zhang L M, Wang P. Dynamic scheduling model of computing resource based on MAS cooperation mechanism. Science in China Series F: Information Sciences, 2009, 52(8): 1302-1320

24. Shen H Y, Zhao L Y, Li Z, et al. A DHT-aided chunk-driven overlay for scalable and efficient peer-to-peer live streaming. Proceedings of the 39th International Conference on Parallel Processing (ICPP’10), Sep 13-16, 2010, San Diego, CA, USA. Piscataway, NJ, USA: IEEE, 2010: 248-257

25. Zoels S, Despotovic Z, Kellerer W. Load balancing in a hierarchical DHT-based P2P system. Proceedings of the 2007 International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom’07), Nov 12-15, 2007, New York, NY, USA. Piscataway, NJ,USA: IEEE, 2008: 353-361

26. Lua E K, Crowcroft J, Pias M, et al. A survey and comparison of peer-to-peer overlay network schemes. Communications Surveys and Tutorials, 2005, 7(2): 72-93

Credibility protection for resource sharing and collaborating in non-center network computing environments

Credibility protection for resource sharing and collaborating in non-center network computing environments

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