A Fuzzy Based Trust Evaluation Model for Service Selection in Cloud Environment

被引:4
|
作者
Priya, G. [1 ]
Jaisankar, N. [1 ]
机构
[1] VIT Univ, Vellore, Tamil Nadu, India
关键词
Availability; Feedback; jFuzzyCloud; Success Rate; Trust; Turnaround Efficiency;
D O I
10.4018/IJGHPC.2019100102
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Cloud computing is a popular computing paradigm among several computing environments, but a deficit in trust among the users and the service providers prevents the large adoption of the cloud in most of the businesses. Cloud service providers should give assurances for providing the reliable services to the cloud consumers. The proposed work explains about the architecture of the trust evaluation model and considered four service measurement indexes (SMI) namely: availability, success rate, turnaround efficiency and feedback about a resource. The trust value for each resource is estimated by the fuzzy evaluation engine in which a fuzzy input set is derived from the SMI parameters. By applying a fuzzy inference rule on fuzzy input sets will yield a fuzzy output set and finally, the most trusted resource value is calculated by defuzzification process called center of gravity. The proposed work is done the implementation by using cloudsim with jfuzzycloud.
引用
收藏
页码:13 / 27
页数:15
相关论文
共 50 条
  • [1] A Fuzzy Logic Based Trust Evaluation Model for The Selection of Cloud Services
    Nagarajan, Rajganesh
    Selvamuthukumaran, S.
    Thirunavukarasu, Ramkumar
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2017,
  • [2] Trust based service selection in cloud computing environment
    Li, Xiaohui
    Liang, Hongxing
    Zhang, Xing
    [J]. International Journal of Smart Home, 2016, 10 (11): : 39 - 50
  • [3] A Trust Evaluation Model for Selecting Service Provider in Cloud Environment
    Agheli, Nafiseh
    Hosseini, Bahare
    Shojaee, Aida
    [J]. 2014 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2014, : 251 - 255
  • [4] A trust-based service evaluation and selection model in pervasive computing environment
    Chen, Zhenxiang
    Ge, Liansheng
    Wang, Haiyang
    Huang, Xianzhi
    Lin, Jinjiao
    [J]. 2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 641 - +
  • [5] Trust-based service evaluation and selection model in pervasive computing environment
    School of Computer Science and Technology, Shandong University, Ji'nan 250100, China
    [J]. Ruan Jian Xue Bao, 2006, SUPPL. (200-210):
  • [6] A fuzzy inference-based trust model estimation system for service selection in cloud computing
    Thomas, Roney
    Govindaraj, Priya
    Natarajan, Jaisankar
    [J]. International Journal of Information Technology and Management, 2019, 18 (2-3) : 143 - 155
  • [7] Trust Model in Cloud Computing Environment Based on Fuzzy Theory
    Gu, L.
    Zhong, J.
    Wang, C.
    Ni, Z.
    Zhang, Y.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2014, 9 (05) : 570 - 583
  • [8] Comprehensive Trust Based Service Selection Model in Federated Cloud
    Teena, A. Mary Odilya
    Amali, A. Isabella
    Jecintha, I. Roseline
    [J]. JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (02) : 568 - 578
  • [9] Cloud service selection model based on trust and personality preferences
    College of Mathematics and Computer Science, Hebei University, Baoding 071002, China
    不详
    [J]. Zhejiang Daxue Xuebao (Gongxue Ban), 2013, 1 (53-61):
  • [10] A dynamic cloud service selection model based on trust and SLA in cloud computing
    Wang, Yubiao
    Wen, Junhao
    Wu, Quanwang
    Guo, Lei
    Tao, Bamei
    [J]. INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2019, 10 (04) : 334 - 343