DGTM:a dynamic grouping based trust model for mobile peer-to-peer networks

Abstract

The special characteristics of the mobile environment, such as limited bandwidth, dynamic topology, heterogeneity of peers, and limited power, pose additional challenges on mobile peer-to-peer (MP2P) networks. Trust management becomes an essential component of MP2P networks to promote peer transactions. However, in an MP2P network, peers frequently join and leave the network, which dynamically changes the network topology. Thus, it is difficult to establish long-term and effective trust relationships among peers. In this paper, we propose a dynamic grouping based trust model (DGTM) to classify peers. A group is formed according to the peers’ interests. Within a group, mobile peers share resources and tend to keep stable trust relationships. We propose three peer roles (super peers, relay peers, and ordinary peers) and two novel trust metrics (intragroup trust and intergroup trust). The two metrics are used to accurately measure the trust between two peers from the same group or from different groups. Simulations illustrate that our proposed DGTM always achieves the highest successful transaction rate and the best communication overhead under different circumstances.

Keywords

Mobile P2P networks / Trust management / Dynamic grouping / Super peer

References

[1] Almenárez, F., Marín , A., Díaz, D. , , 2011. Trust management for multimedia P2P applications in autonomic networking. Ad Hoc Netw., 9(4):687–697. http://dx.doi.org/10.1016/j.adhoc.2010.09.005

[2] Al-Oufi, S., Kim, H.N., El Saddik, A. , 2012. A group trust metric for identifying people of trust in online social networks. Expert Syst. Appl., 39(18):13173–13181. http://dx.doi.org/10.1016/j.eswa.2012.05.084

[3] Castro, M.C., Kassler , A.J., Chiasserini, C.F. , , 2009. Peer-to-peer overlay in mobile ad-hoc networks. In: Shen, X.M., Yu, H., Buford, J., et al. (Eds.), Handbook of Peer-to-Peer Networking. Springer US, p.1045–1080. https://doi.org/10.1007/978-0-387-09751-0_37

[4] Chang, B.J., Kuo, S.L., 2009. Markov chain trust model for trust-value analysis and key management in distributed multicast MANETs. IEEE Trans. Veh. Technol., 58(4):1846–1863. http://dx.doi.org/10.1109/TVT.2008.2005415

[5] Chen, X., Proulx, B., Gong, X.W., , 2015. Exploiting social ties for cooperative D2D communications: a mobile social networking case. IEEE/ACM Trans. Netw., 23(5):1471–1484. http://dx.doi.org/10.1109/TNET.2014.2329956

[6] Chen, X., Gong, X.W., Yang, L. , , 2016. Exploiting social tie structure for cooperative wireless networking: a social group utility maximization framework. IEEE/ACM Trans. Netw., 24(6):3593–3606. http://dx.doi.org/10.1109/TNET.2016.2530070

[7] Easa, F.R., Bafghi, A.G., Shakeri, H. , 2012. A groupbased trust propagation method.2nd Int. eConf. on Computer and Knowledge Engineering, p.313–317. http://dx.doi.org/10.1109/ICCKE.2012.6395398

[8] Jeyaraj, J.A.S., Subadra , S., 2014. A study on dynamic source routing in ad hoc wireless networks. Int. J. Eng. Trends Technol., 8(7):401–410. http://dx.doi.org/10.14445/22315381/IJETT-V8P269

[9] Jia, M.J., Wang, H.Q., Ye, B. , , 2016. A dynamic grouping-based trust model for mobile P2P networks.13th IEEE Int. Conf. on Services Computing, p.848–851. http://dx.doi.org/10.1109/SCC.2016.121

[10] Kamvar, S.D., Schlosser , M.T., Garcia-Molina, H. , 2003. The eigentrust algorithm for reputation management in P2P networks.Proc. 12th Int. Conf. on World Wide Web, p.640–651. http://dx.doi.org/10.1145/775152.775242

[11] Kassinen, O., Harjula , E., Korhonen, J. , , 2009. Battery life of mobile peers with UMTS and WLAN in aKademlia-based P2P overlay.20th Int. Symp. on Personal, Indoor and Mobile Radio Communications, p.662–665. http://dx.doi.org/10.1109/PIMRC.2009.5450083

[12] Largillier, T., Vassileva , J., 2012. Using collective trust for group formation. LNCS, 7493:137–144. http://dx.doi.org/10.1007/978-3-642-33284-5_12

[13] Leskovec, J., Huttenlocher , D., Kleinberg, J. , 2010. Signed networks in social media.Proc. SIGCHI Conf. on Human Factors in Computing Systems, p.1361–1370. http://dx.doi.org/10.1145/1753326.1753532

[14] Liang, Z.Q., Shi, W.S., 2005. PET: a PErsonalized Trust model with reputation and risk evaluation for P2P resource sharing.Proc. 38th Annual Hawaii Int. Conf. on System Sciences, p.201b.http://dx.doi.org/10.1109/HICSS.2005.493

[15] Nayak, J., Naik, B., Kanungo, D.P. , , 2015. An improved swarm based hybrid K-means clustering for optimal cluster centers.2nd Int. Conf. on Information Systems Design and Intelligent Applications, p.545–553. http://dx.doi.org/10.1007/978-81-322-2250-7_54

[16] Ou, Z.H., Song, M.N., Zhan, X.S. , , 2008. Key techniques for mobile peer-to-peer networks. J. Softw., 19(2):404–418 (in Chinese).http://dx.doi.org/10.3724/sp.j.1001.2008.00404

[17] Qureshi, B., Min, G., Kouvatsos, D. , 2010. M-Trust: a trust management scheme for mobile P2P networks.IEEE/IFIP 8th Int. Conf. on Embedded and Ubiquitous Computing, p.476–483. http://dx.doi.org/10.1109/euc.2010.79

[18] Qureshi, B., Min, G., Kouvatsos, D. , 2012. A distributed reputation and trust management scheme for mobile peer-to-peer networks. Comput. Commun., 35(5):608–618. http://dx.doi.org/10.1016/j.comcom.2011.07.008

[19] Ranjan, R., Zhao, L., 2013. Peer-to-peer service provisioning in cloud computing environments. J. Supercomput., 65(1):154–184. http://dx.doi.org/10.1007/s11227-011-0710-5

[20] Ratnasamy, S., Karp, B., Yin, L., , 2002. GHT: a geographic hash table for data-centric storage.ACM Int. Workshop on Wireless Sensor Networks and Applications, p.78–87. http://dx.doi.org/10.1145/570738.570750

[21] Spaho, E., Kulla, E., Xhafa, F., , 2012. P2P solutions to efficient mobile peer collaboration in MANETs.7th Int. Conf. on P2P, Parallel, Grid, Cloud and Internet Computing. http://dx.doi.org/10.1109/3pgcic.2012.50

[22] Sun, Z.X., Tang, Y.W., 2007. Multilayer and grouping P2P trust model based on global reputation. J. Commun., 28(9):133–140 (in Chinese).

[23] Tan, H., Wang, Y., Hao, X.H., , 2010. Arbitrary obstacles constrained full coverage in wireless sensor networks.Proc. 5th Int. Conf. on Wireless Algorithms, Systems, and Applications, p.1–10. http://dx.doi.org/10.1007/978-3-642-14654-1_1

[24] Tian, C., Jiang, J., Hu, Z., , 2010. A novel super-peer based trust model for peer-to-peer networks. Chin. J. Comput., 33(2):345–355 (in Chinese). http://dx.doi.org/10.3724/sp.j.1016..2010.00345

[25] Tian, H.R., Zou, S.H., Wang, W.D. , , 2006. A group based reputation system for P2P networks. LNCS, 4158:342–351. http://dx.doi.org/10.1007/11839569_33

[26] Wu, X., 2011. A stable group-based trust management scheme for mobile P2P networks. Int. J. Dig. Cont. Technol Appl. ., 5(2):116–125. http://dx.doi.org/10.4156/jdcta.vol5.issue2.13

[27] Xiong, L., Liu, L., 2004. PeerTrust: supporting reputationbased trust for peer-to-peer electronic communities. IEEE Trans. Knowl. Data Eng., 16(7):843–857. http://dx.doi.org/10.1109/TKDE.2004.1318566

[28] Yang, H.S., Sun, J.H., 2016. A study on hybrid trust evaluation model for identifying malicious behavior in mobile P2P. Peer-to-Peer Netw. Appl., 9(3):578–587. http://dx.doi.org/10.1007/s12083-015-0411-6

[29] Yates, J.S., Storch, M.F., Nijhawan, S. , , 2012. Apparatus for Executing Programs for a First Computer Architecture on a Computer of a Second Architecture.US Patent8127121.

[30] Zhang, Y.C., Chen, S.S., Yang, G. , 2009. SFTrust: a double trust metric based trust model in unstructured P2P system.IEEE Int. Symp. on Parallel & Distributed Processing, p.1–7. http://dx.doi.org/10.1109/IPDPS.2009.5161240

[31] Zhou, R.F., Hwang, K., 2007. PowerTrust: a robust and scalable reputation system for trusted peer-to-peer computing. IEEE Trans. Parall. Distr. Syst., 18(4):460–473. http://dx.doi.org/10.1109/TPDS.2007.1021

[32] Zhou, R.F., Hwang, K., Cai, M., 2008. GossipTrust for fast reputation aggregation in peer-to-peer networks. IEEE Trans. Knowl. Data Eng., 20(9):1282–1295. http://dx.doi.org/10.1109/TKDE.2008.48

[33] Zhu, H.F., Bao, F., 2007. Quantifying trust metrics of recommendation systems in ad-hoc networks.IEEE Wireless Communications and Networking Conf., p.2904–2908. http://dx.doi.org/10.1109/WCNC.2007.538

[34] Zhuge, H., Chen, X., Sun, X.P., , 2008. HRing: a structured P2P overlay based on harmonic series. IEEE Trans. Parall. Distr. Syst., 19(2):145–158. http://dx.doi.org/10.1109/TPDS.2007.70725

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