A lightweight trust management algorithm based on subjective logic for interconnected cloud computing environments

被引:26
|
作者
Kurdi, Heba [1 ,2 ]
Alfaries, Auhood [3 ,4 ]
Al-Anazi, Abeer [5 ]
Alkharji, Sara [1 ]
Addegaither, Maimona [1 ]
Altoaimy, Lina [3 ]
Ahmed, Syed Hassan [6 ]
机构
[1] King Saud Univ, Comp Sci Dept, Riyadh, Saudi Arabia
[2] MIT, Mech Engn Dept, Cambridge, MA 02142 USA
[3] King Saud Univ, Informat Technol Dept, Riyadh, Saudi Arabia
[4] Princess Nourah Bint Abdulrahman Univ, Coll Comp Sci & Informat, Riyadh, Saudi Arabia
[5] Prince Sattam Univ, Comp Sci Dept, Alkharj Riyadh, Saudi Arabia
[6] Georgia Southern Univ, Dept Comp Sci, Statesboro, GA 30460 USA
来源
JOURNAL OF SUPERCOMPUTING | 2019年 / 75卷 / 07期
关键词
Trust management; Cloud computing; Interconnected cloud; TNA-SL algorithm; Subjective logic; SYSTEM; MECHANISM;
D O I
10.1007/s11227-018-2669-y
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The interconnected cloud computing paradigm is gaining considerable attention as a fundamental emerging model of cloud computing. It allows a wide range of interactions and collaborations across multiple service providers. Despite the potential advantages of interconnected clouds, establishing trust among participating parties is a challenging issue. In this paper, we introduce a lightweight trust management algorithm based on subjective logic (InterTrust) to promote trust in interconnected clouds. The experimental results demonstrate that InterTrust is capable of producing accurate trust information with significantly low execution time and high scalability compared to application of both the well-established trust management algorithm trust network analysis with subjective logic and no trust algorithm.
引用
收藏
页码:3534 / 3554
页数:21
相关论文
共 50 条
  • [1] A lightweight trust management algorithm based on subjective logic for interconnected cloud computing environments
    Heba Kurdi
    Auhood Alfaries
    Abeer Al-Anazi
    Sara Alkharji
    Maimona Addegaither
    Lina Altoaimy
    Syed Hassan Ahmed
    [J]. The Journal of Supercomputing, 2019, 75 : 3534 - 3554
  • [2] A Dynamic Trust Evaluation Algorithm based on Subjective Logic in Pervasive Computing Environment
    Yang, Yan
    He, Liang
    Cai, Xueming
    [J]. 2008 10TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION: ICARV 2008, VOLS 1-4, 2008, : 1078 - 1083
  • [3] A Trust Model in Cloud Computing Based on Fuzzy Logic
    Ritu
    Jain, Sushma
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2016, : 47 - 52
  • [4] Subjective logic-based trust model for fog computing
    Al Muhtadi, Jalal
    Alamri, Rawan A.
    Khan, Farrukh Aslam
    Saleem, Kashif
    [J]. COMPUTER COMMUNICATIONS, 2021, 178 : 221 - 233
  • [5] Brokering in interconnected cloud computing environments: A survey
    Chauhan, Sameer Singh
    Pilli, Emmanuel S.
    Joshi, R. C.
    Singh, Girdhari
    Govil, M. C.
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 133 : 193 - 209
  • [6] Trust Management in Cloud Computing
    Challagidad, Praveen S.
    Birje, Mahantesh N.
    [J]. PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES FOR SMART NATION (SMARTTECHCON), 2017, : 295 - 298
  • [7] Interconnected Cloud Computing Environments: Challenges, Taxonomy, and Survey
    Toosi, Adel Nadjaran
    Calheiros, Rodrigo N.
    Buyya, Rajkumar
    [J]. ACM COMPUTING SURVEYS, 2014, 47 (01)
  • [8] A novel cloud auditor based trust management framework for cloud computing
    Sidhu, Jagpreet
    Singh, Sarbjeet
    [J]. INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2016, 7 (03) : 219 - 235
  • [9] A Method for Trust Quantification in Cloud Computing Environments
    Li, Xiaohui
    He, Jingsha
    Zhao, Bin
    Fang, Jing
    Zhang, Yixuan
    Liang, Hongxing
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2016,
  • [10] A new trust model in cloud computing environments
    Wu, Xu
    [J]. International Journal of Hybrid Information Technology, 2015, 8 (03): : 177 - 184