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Soft Computing

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18.04.2015 | Methodologies and Application

A comparison study for two fuzzy-based systems: improving reliability and security of JXTA-overlay P2P platform

verfasst von: Yi Liu, Shinji Sakamoto, Keita Matsuo, Makoto Ikeda, Leonard Barolli, Fatos Xhafa

Erschienen in: Soft Computing | Ausgabe 7/2016

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Abstract

The reliability of peers is very important for safe communication in peer-to-peer (P2P) systems. The reliability of a peer can be evaluated based on the reputation and interactions with other peers to provide different services. However, for deciding the peer reliability there are needed many parameters, which make the problem NP-hard. In this paper, we present two fuzzy-based systems (called FBRS1 and FBRS2) to improve the reliability of JXTA-overlay P2P platform. In FBRS1, we considered three input parameters: number of interactions (NI), security (S), packet loss (PL) to decide the peer reliability (PR). In FBRS2, we considered four input parameters: NI, S, PL and local score to decide the PR. We compare the proposed systems by computer simulations. Comparing the complexity of FBRS1 and FBRS2, the FBRS2 is more complex than FBRS1. However, it also considers the local score, which makes it more reliable than FBRS1.

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Titel: A comparison study for two fuzzy-based systems: improving reliability and security of JXTA-overlay P2P platform
verfasst von: Yi Liu
Shinji Sakamoto
Keita Matsuo
Makoto Ikeda
Leonard Barolli
Fatos Xhafa
Publikationsdatum: 18.04.2015
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 7/2016
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-015-1667-8

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