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

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10.1007/s00500-015-1667-8
 
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Liu, Yi
Sakamoto, Shinji
Matsuo, Keita
Ikeda, Makoto
Barolli, Leonard
Xhafa Xhafa, FatosMés informacióMés informacióMés informació
Document typeArticle
Defense date2016-07-01
PublisherSpringer
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
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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This is a copy of the author's final draft version of an article published in the journal Soft computing.
CitationLiu, Y., Sakamoto, S., Matsuo, K., Ikeda, M., Barolli, L., Xhafa, F. A comparison study for two fuzzy-based systems: improving reliability and security of JXTA-overlay P2P platform. "Soft computing", 1 Juliol 2016, vol. 20, núm. 7, p. 2677-2687. 
URIhttp://hdl.handle.net/2117/89789
DOI10.1007/s00500-015-1667-8
ISSN1432-7643
Publisher versionhttp://link.springer.com/article/10.1007%2Fs00500-015-1667-8
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