Performance evaluation of an integrated fuzzy-based trustworthiness system for P2P communications in JXTA-overlay

被引:1
|
作者
Barolli, Leonard [1 ]
Spaho, Evjola [2 ]
Xhafa, Fatos [3 ]
Younas, Muhammad [4 ]
机构
[1] Fukuoka Inst Technol, Dept Informat & Commun Engn, Higashi Ku, Fukuoka 8110295, Japan
[2] Fukuoka Inst Technol, Grad Sch Engn, Higashi Ku, 3-30-1 Wajiro Higashi, Fukuoka 8110295, Japan
[3] Tech Univ Catalonia, Dept Languages & Informat Syst, Barcelona 08034, Spain
[4] Oxford Brookes Univ, Fac Technol Design & Environm, Dept Comp & Commun Technol, Oxford OX33 1HX, England
关键词
P2P; Fuzzy system; JXTA-overlay; Trustworthiness;
D O I
10.1016/j.neucom.2013.01.044
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Over the last decade Peer-to-Peer (P2P) systems have become very popular, and have been used to provide solutions in areas such as distributed computation, voice over IP, and knowledge sharing. P2P architectures will be very important for future distributed systems and applications. In such networks, peers are heterogeneous in providing the services and they do not have the same competence of reliability. Therefore, it is necessary to estimate whether a peer is trustworthy or not for file sharing and other services. In this paper, we propose an integrated fuzzy-based trustworthiness system for P2P communications in JXTA-overlay, which consists of two Fuzzy Logic Controllers (FLC1 and FLC2). For FLC1, we use three input parameters: Number of Jobs (NJ), Number of Connections (NC) and Connection Lifetime (CL) and the output is Actual Behavioral Criterion (ABC). We use ABC and Reputation (R) as input linguistic parameters for FLC2 and the output is Peer Reliability (PR). We evaluate the proposed system by computer simulations. The simulation results has shown that the proposed system has a good behavior. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:43 / 49
页数:7
相关论文
共 50 条
  • [1] An Integrated Fuzzy-based Trustworthiness System for P2P Communications in JXTA-Overlay
    Umezaki, Kouhei
    Spaho, Evjola
    Barolli, Leonard
    Xhafa, Fatos
    Younas, Muhammad
    Iwashige, Jiro
    [J]. 2012 SEVENTH INTERNATIONAL CONFERENCE ON BROADBAND, WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA 2012), 2012, : 278 - 284
  • [2] A Fuzzy-based Trustworthiness System for P2P Communications in JXTA-Overlay Considering Positive and Negative Effects
    Umezaki, Kouhei
    Spaho, Evjola
    Barolli, Leonard
    Ikeda, Makoto
    Xhafa, Fatos
    Takizawa, Makoto
    [J]. 2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (WAINA), 2013, : 267 - 272
  • [3] Trustworthiness in P2P: performance behaviour of two fuzzy-based systems for JXTA-overlay platform
    Spaho, Evjola
    Sakamoto, Shinji
    Barolli, Leonard
    Xhafa, Fatos
    Ikeda, Makoto
    [J]. SOFT COMPUTING, 2014, 18 (09) : 1783 - 1793
  • [4] Trustworthiness in P2P: performance behaviour of two fuzzy-based systems for JXTA-overlay platform
    Evjola Spaho
    Shinji Sakamoto
    Leonard Barolli
    Fatos Xhafa
    Makoto Ikeda
    [J]. Soft Computing, 2014, 18 : 1783 - 1793
  • [5] A Fuzzy-based System to Evaluate the Peer Reliability in JXTA-Overlay P2P
    Umezaki, Kouhei
    Spaho, Evjola
    Barolli, Leonard
    Xhafa, Fatos
    Barolli, Valbona
    Iwashige, Jiro
    [J]. 2013 SEVENTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS), 2013, : 111 - 116
  • [6] P2P data replication and trustworthiness for a JXTA-Overlay P2P system using fuzzy logic
    Spaho, Evjola
    Barolli, Leonard
    Xhafa, Fatos
    Biberaj, Aleksander
    Shurdi, Olimpion
    [J]. APPLIED SOFT COMPUTING, 2013, 13 (01) : 321 - 328
  • [7] A Fuzzy-based System for Peer Reliability in JXTA-Overlay P2P Considering Number of Interactions
    Spaho, Evjola
    Sakamoto, Shinji
    Barolli, Leonard
    Xhafa, Fatos
    Barolli, Valbona
    Iwashige, Jiro
    [J]. 2013 16TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2013), 2013, : 156 - 161
  • [8] A fuzzy-based reliability system for knowledge sharing between robots in P2P JXTA-overlay platform
    Evjola Spaho
    Kouhei Umezaki
    Leonard Barolli
    Fatos Xhafa
    Muhammad Younas
    [J]. Cluster Computing, 2013, 16 : 933 - 945
  • [9] A fuzzy-based reliability system for knowledge sharing between robots in P2P JXTA-overlay platform
    Spaho, Evjola
    Umezaki, Kouhei
    Barolli, Leonard
    Xhafa, Fatos
    Younas, Muhammad
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2013, 16 (04): : 933 - 945
  • [10] Improving reliability of JXTA-Overlay P2P platform: A comparison study for two fuzzy-based systems
    Liu, Yi
    Sakamoto, Shinji
    Matsuo, Keita
    Ikeda, Makoto
    Barolli, Leonard
    Xhafa, Fatos
    [J]. JOURNAL OF HIGH SPEED NETWORKS, 2015, 21 (01) : 27 - 42