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**A multi-dimensional trust evaluation model for large-scale P2P computing.**
*(English)*
Zbl 1219.68050

Summary: In large-scale peer-to-peer (P2P) computing, trust management technology has become a key requirement for network security. However, trust is one of the most complex concepts in network communities. It involves many factors, such as, assumptions, expectations, behaviors, risks, and so on. As a result, trustworthiness has multi-dimensional properties. In this paper, an innovative trust model is proposed for large-scale P2P computing, in which multiple factors are incorporated to reflect the complexity of trust. More importantly, the properties (weights) of these factors are dynamically assigned by weighted moving average and ordered weighted averaging (WMA-OWA) combination algorithms. This model surpasses the limitations of existing approaches, wherein weights are assigned subjectively. The simulation results show that, compared with the existing approaches, the proposed model provides greater accuracy and a more detailed analysis in trust evaluation.

### MSC:

68M14 | Distributed systems |

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\textit{X. Li} et al., J. Parallel Distrib. Comput. 71, No. 6, 837--847 (2011; Zbl 1219.68050)

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### References:

[1] | Byeong, S.: On the properties of Owa operator weights functions with constant level of orness, IEEE trans. On fuzzy syst. 14, No. 4, 511-515 (2006) |

[2] | Chase, R.; Jacobs, F.; Aquilano, N.: Operations management, (2006) |

[3] | J. Chu, K. Labonte, B. Levine, Availability and locality measurements of peer-to-peer file systems, in: Proc. of the ITCom: Scalability and Traffic Control in IP Networks, 2002. |

[4] | Daniele, A.; Ezio, B.; Marco, L.: Multiuser detection in a dynamic environment: part II: Joint user identification and parameter estimation, IEEE trans. Inform. theory 55, No. 5, 2365-2374 (2009) · Zbl 1367.94109 |

[5] | Exarchakos, G.; Antonopoulos, N.: Resource sharing architecture for cooperative heterogeneous P2P overlays, J. netw. Syst. manage. 15, No. 3, 311-334 (2007) |

[6] | I. Foster, A. Iamnichi, On death, taxes, and convergence of P2P and grid computing, in: Proc. of the Second Internet Workshop Peer-to-Peer Systems, IPTP3, LNCS vol. 2735, Springer-Verlag, Berlin, Heidelberg, New York, 2003, pp. 118–128. |

[7] | Fuller, R.; Majlender, P.: An analytic approach for obtaining maximal entropy Owa operator weights, Fuzzy sets syst. 124, 53-57 (2001) · Zbl 0989.03057 · doi:10.1016/S0165-0114(01)00007-0 |

[8] | Fuller, R.; Majlender, P.: On obtaining minimal variability Owa operator weights, Fuzzy sets syst. 136, No. 2, 203-215 (2003) · Zbl 1048.91034 · doi:10.1016/S0165-0114(02)00267-1 |

[9] | Gui, X.; Li, Y.: Implementing the resource monitoring services in grid environment using sensors, Lncs 3251, 907-910 (2004) |

[10] | J. Kacprzyk, s. Zadrozny, A general collective choice rule in group decision making under fuzzy preferences and fuzzy majority: an OWA operator based approach fuzzy systems, in: Proceedings of the 2002 IEEE International Conference on Fuzzy Set, vol. 2, 2002, pp. 1280–1285. |

[11] | Liang, Z.; Shi, W.: Enforcing cooperative resource sharing in untrusted peer-to-peer environments, J. of mobile networks and applications 10, No. 6, 771-783 (2005) |

[12] | Liang, Z.; Shi, W.: Analysis of recommendations on trust inference in open environment, Journal of performance evaluation 65, No. 2, 99-128 (2008) |

[13] | Li, X.; Gui, X.: Research on dynamic trust model in large-scale distributed environment, J. of software 18, No. 6, 1510-1521 (2007) |

[14] | Li, X.; Gui, X.: Engineering trusted P2P system with fast reputation aggregating mechanism, , 2007-2012 (2007) |

[15] | Li, X.; Gui, X.: Tree-trust: a novel and scalable P2P reputation model based on human cognitive psychology, Int. J. Of innovative computing, information and control 5, No. 11, 3797-3807 (2009) |

[16] | Y. Li, Research and Implementation of a Sensor-based Grid Monitoring System[Dissertation], Xi’an: Xi’an Jiaotong University, China, 2006. |

[17] | Li, X.; Gui, X.; Mao, Q.; Leng, D.: Adaptive dynamic trust measurement and prediction model based on behavior monitoring, Chinese journal computers 32, No. 4, 664-674 (2009) |

[18] | Ogston, E.; Vassiliadis, S.: A peer-to-peer agent auction, , 151-159 (2002) |

[19] | Papaioannou, T. G.: Effective use of reputation in peer-to-peer environments, , 259-268 (2004) |

[20] | Ripeanu, M.; Foster, I.: Mapping the Gnutella network: properties of large-scale P2P systems and implications for system design, IEEE int. Comput. 6, No. 1, 50-57 (2002) · Zbl 1014.68937 |

[21] | S. Saroiu, K.P. Gummadi, R.J. Dunn, S.D. Gribble, H.M. Levy, An analysis of Internet content delivery systems, in: Proc. of the Fifth Symp. on Operating Systems Design and Implementation, OSDI’02, Boston, Massachusetts, 2002, pp. 86–90. |

[22] | S. Saroiu, P. Gummadi, S. Gribble, A measurement study of peer-to-peer file sharing systems, in: Proc. of the Multimedia Computing and Networking 2002, MMCN 2002, 2002, pp. 156–170. · Zbl 1014.68950 |

[23] | Satsiou, A.; Tassiulas, L.: Reputation-based resource allocation in P2P systems of rational users, IEEE trans. Parallel distrib. Syst. 21, No. 4, 466-479 (2010) |

[24] | Song, Q.; Chissom, B.: Forecasting enrollment with fuzzy time series–part I, Fuzzy sets syst., No. 54, 1-10 (1993) |

[25] | Song, S.; Hwang, K.; Zhou, R.: Trusted P2P transactions with fuzzy reputation aggregation, IEEE Internet comput. 9, No. 6, 24-34 (2005) |

[26] | S. Tisue, Netlogo, 2008 http://ccl.northwestern.edu./netlogo/. |

[27] | Wang, J.; Cheng, C.: Information fusion technique for weighted time series model, 2007 international conference on machine learning and cybernetics 4, 1860-1865 (2007) |

[28] | Xiong, L.; Liu, L.: Peer–trust: supporting reputation-based trust in peer-to-peer communities, IEEE trans. On knowledge and data engineering 17, No. 6, 843-857 (2004) |

[29] | Xu, Z.: Uncertain ordered weighted averaging (OWA) operator and its application to group decision making, J. southeast university (Natural science edition) 32, No. 1, 147-150 (2002) · Zbl 1026.91035 |

[30] | Xu, Z.; Da, Q.: The uncertain Owa operator, Int. J. Intell. syst. 17, 569-575 (2002) · Zbl 1016.68025 |

[31] | Yager, R. R.: On ordered weighted averaging aggregation operators in multi-criteria decision making, IEEE trans. Systems man and cybernetics 18, 183-190 (1998) · Zbl 0637.90057 · doi:10.1109/21.87068 |

[32] | Yager, R. R.: Induced aggregation operators, Fuzzy sets syst. 137, No. 1, 59-69 (2001) · Zbl 1056.68146 · doi:10.1016/S0165-0114(02)00432-3 |

[33] | Zhang, Y.; Ji, Q.: Active and dynamic information fusion for facial expression understanding from image sequences, IEEE trans. Pattern anal. 27, No. 5, 699-714 (2005) |

[34] | Zhou, R.; Hwang, K.: Powertrust: a robust and scalable reputation system for trusted peer-to-peer computing, IEEE trans. Parallel distrib. Syst. 18, No. 5, 460-473 (2007) |

[35] | Zhu, Q.; Gui, X.: Study on the method of active deployment of soft-sensors in grid monitoring system, Journal of chinese computer systems 28, No. 9, 1630-1636 (2007) |

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