Fuzzy reliability analysis of integrated network traffic visualization system

被引:1
|
作者
Bhardwaj, Amit Kumar [1 ]
Gajpal, Yuvraj [2 ]
Singh, Maninder [3 ]
机构
[1] Thapar Inst & Engn Technol Univ, LM Thapar Sch Management, Dera Bassi Campus, Patiala, Punjab, India
[2] Univ Manitoba, Supply Chain Management, Asper Sch Business, Winnipeg, MB R3T 2N2, Canada
[3] Thapar Inst & Engn Technol Univ, Dept Comp Sci Engn, Patiala, Punjab, India
关键词
Security system; fuzzy reliability analysis; fuzzy fault tree analysis; integrated network traffic visualization system; trapezoidal fuzzy number; FAULT-TREE ANALYSIS; FRAMEWORK;
D O I
10.3233/JIFS-16128
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Integrated Network Traffic Visualization System (INTVS) is a security system used for decision making against the malicious traffic. This paper presents usage of fuzzy fault tree analysis (FFTA) technique to get the reliability of INTVS. Fault-tree analysis incorporates the trapezoidal fuzzy numbers and minimal cut sets (MCSS) approach for reliability assessment of INTVS. The analysis performed in this paper can be used to calculate reliability of network security system. A case study is demonstrated to calculate the reliability of INTVS security system, which is implemented in Thapar University, India.
引用
收藏
页码:1941 / 1953
页数:13
相关论文
共 50 条
  • [1] NetViewer: A network traffic visualization and analysis tool
    Kim, SS
    Reddy, ALN
    USENIX ASSOCIATION PROCEEDINGS OF THE 19TH LARGE INSTALLATION SYSTEM ADMINISTRATION CONFERENCE, 2005, : 185 - 196
  • [2] MyNetScope: A Platform for Network Traffic Visualization and Analysis
    Minarik, Pavel
    ERCIM NEWS, 2009, (77): : 25 - 26
  • [3] Reliability analysis for an apparel manufacturing system applying fuzzy multistate network
    Chang, Ping-Chen
    Lin, Yi-Kuei
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 88 : 458 - 469
  • [4] INTAP: Integrated Network Traffic Analysis Pipeline for LAN Monitoring System
    Chirupphapa, Pawissakan
    Esaki, Hiroshi
    Ochiai, Hideya
    2021 7TH INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT (ICIM 2021), 2021, : 92 - 96
  • [5] Toward a scalable visualization system for network traffic monitoring
    Le Malecot, Erwan
    Kohara, Masayoshi
    Hori, Yoshiaki
    Sakurai, Kouichi
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2008, E91D (05): : 1300 - 1310
  • [6] Fuzzy reliability analysis of a system by fuzzy number
    Jiguo, Zhang
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering & Electronics, 1994, 16 (09):
  • [7] Integrated network traffic measurement and billing system
    Yong, KC
    Lai, ZS
    Ananda, AL
    ICON 2003: 11TH IEEE INTERNATIONAL CONFERENCE ON NETWORKS, 2003, : 19 - 24
  • [8] Visualization System by Combinatorial Use of Edge Bundling and Treemap for Network Traffic Data Analysis
    Takayanagi, Ryo
    Okada, Yoshihiro
    INFORMATION SEARCH, INTEGRATION, AND PERSONALIZATION, (ISIP 2015), 2016, 622 : 128 - 141
  • [9] Queueing analysis of network traffic:: methodology and visualization tools
    Rolls, DA
    Michailidis, G
    Hernández-Campos, F
    COMPUTER NETWORKS, 2005, 48 (03) : 447 - 473
  • [10] WebVRGIS based traffic analysis and visualization system
    Li, Xiaoming
    Lv, Zhihan
    Wang, Weixi
    Zhang, Baoyun
    Hu, Jinxing
    Yin, Ling
    Feng, Shengzhong
    ADVANCES IN ENGINEERING SOFTWARE, 2016, 93 : 1 - 8