Trust-Based Service Management for Mobile Cloud IoT Systems

被引：72
|
作者：
Chen, Ing-Ray [1 ]
Guo, Jia [1 ]
Wang, Ding-Chau [2 ]
Tsai, Jeffrey J. P. [3 ]
Al-Hamadi, Hamid [4 ]
You, Ilsun [5 ]
机构：
[1] Virginia Tech, Dept Comp Sci, Falls Church, VA 22043 USA
[2] Southern Taiwan Univ Sci & Technol, Dept Informat Management, Tainan 71005, Taiwan
[3] Asia Univ, Dept Bioinformat & Biomed Engn, Taichung 41354, Taiwan
[4] Kuwait Univ, Dept Comp Sci, Kuwait 13060, Kuwait
[5] Soonchunhyang Univ, Dept Informat Secur Engn, Asan 31400, South Korea
来源：
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | 2019年 / 16卷 / 01期
关键词：
Internet of Things; scalability; trust management; service management; mobile cloud computing; service composition; performance analysis; ADMISSION CONTROL; INTERNET; REPUTATION; NETWORKS; QOS;
D O I：
10.1109/TNSM.2018.2886379
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We propose and analyze a 3-tier cloud-cloudlet-device hierarchical trust-based service management protocol called IoT-HiTrust for large-scale mobile cloud Internet of Things (IoT) systems. Our mobile cloud hierarchical service management protocol allows an IoT customer to report its service experiences and query its subjective service trust score toward an IoT service provider following a scalable report-and-query design. We conduct a formal scalability analysis along with an ns-3 simulation performance analysis demonstrating that IoT-HiTrust not only achieves scalability without compromising accuracy, convergence, and resiliency properties against malicious attacks but also outperforms contemporary distributed and centralized IoT trust management protocols. We test the feasibility by applying IoT-HiTrust to two case studies: 1) a smart city travel service composition and binding application and 2) an air pollution detection and response application. The results demonstrate that IoT-HiTrust outperforms contemporary distributed and centralized trust-based IoT service management protocols in selecting trustworthy nodes to maximize application performance, while achieving scalability.
引用
收藏
页码：246 / 263
页数：18
相关论文
共 50 条
  • [41] Trust-based service composition and selection in service oriented architecture
    Guo, Jing-Jing
    Ma, Jian-Feng
    Guo, Xin-Xin
    Li, Xing-Hua
    Zhang, Jun-Wei
    Zhang, Tao
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2018, 11 (05) : 862 - 880
  • [42] Trust as a Service for IoT Service Management in Smart Cities
    Chen, Ing-Ray
    Guo, Jia
    Wang, Ding-Chao
    Tsai, Jeffrey J. P.
    Al-Hamadi, Hamid
    You, Ilsun
    IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2018, : 1358 - 1365
  • [43] A Trust-Based Defensive System Model for Cloud Computing
    Zhou, Qian
    Yu, Jiong
    Yu, Feiran
    NETWORK AND PARALLEL COMPUTING, 2011, 6985 : 146 - +
  • [44] Psychological Dimensions in Trust-Based Models in Cloud Computing
    AlShammari, Maha M.
    2020 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES 2020), 2020, : 87 - 91
  • [45] Trust-Based Scheduling Strategy for Cloud Workflow Applications
    Yang, Yuli
    Peng, Xinguang
    Cao, Jianfang
    INFORMATICA, 2015, 26 (01) : 159 - 180
  • [46] Review of Trust-based File Sharing in Cloud Computing
    Canedo, Edna Dias
    Albuquerque, Robson de Oliveira
    de Sousa Junior, Rafael Timoteo
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON ADVANCES IN MESH NETWORKS (MESH 2011), 2011, : 44 - 50
  • [47] A trust-based cloud computing access control model
    Huang, Lanying
    Xiong, Zenggang
    Wang, Guangwei
    Ye, Conghuan
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2016, 20 (04) : 197 - 203
  • [48] A trust-based resource selection algorithm in Cloud Computing
    Liu, Xinran, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
  • [49] Trust-Based IoT Participatory Sensing for Hazard Detection and Response
    Guo, Jia
    Chen, Ing-Ray
    Tsai, Jeffrey J. P.
    Al-Hamadi, Hamid
    SERVICE-ORIENTED COMPUTING - ICSOC 2016 WORKSHOPS, 2017, 10380 : 79 - 84
  • [50] A Service Based Trust Management Classifier Approach for Cloud Security
    Banerjee, Chandan
    Kundu, Anirban
    Basu, Moitree
    Deb, Pradipta
    Nag, Devtapa
    Dattagupta, Rana
    2013 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING TECHNOLOGIES (ICACT), 2013,
12345