SYSTEM RESILIENCE QUANTIFICATION FOR PROBABILISTIC DESIGN OF INTERNET-OF-THINGS ARCHITECTURE

被引:0
|
作者
Wang, Yan [1 ]
机构
[1] Georgia Inst Technol, Sch Mech Engn, Atlanta, GA 30332 USA
关键词
PRINCIPLES;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The objects in the Internet of Things (IoT) form a virtual space of information gathering and sharing through the networks. Designing IoT-compatible products that have the capabilities of data collection, processing, and communication requires open and resilient architecture with flexibility and adapability for dynamically evolving networks. Design for connectivity becomes an important subject in designing such products. To enable a resilience engineering approach for IoT systems design, quantitative measures of resilience are needed for analysis and optimization. In this paper, an approach for probabilistic design of IoT system architecture is proposed, where resilience is quantified with entropy and mutual information associated with the probabilities of detection, prediction, and communication among IoT-compatible products. Information fusion rules and sensitivities are also studied.
引用
收藏
页数:11
相关论文
共 50 条
  • [11] Blockchain in Internet-of-Things: Architecture, Applications and Research Directions
    Ahmad, Farhan
    Ahmad, Zeeshan
    Kerrache, Chaker Abdelaziz
    Kurugollu, Fatih
    Adnane, Asma
    Barka, Ezedin
    [J]. 2019 INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCES (ICCIS), 2019, : 314 - 319
  • [12] Traceability and visual analytics for the Internet-of-Things (IoT) architecture
    Lomotey, Richard K.
    Pry, Joseph C.
    Chai, Chenshean
    [J]. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2018, 21 (01): : 7 - 32
  • [13] Traceability and visual analytics for the Internet-of-Things (IoT) architecture
    Richard K. Lomotey
    Joseph C. Pry
    Chenshean Chai
    [J]. World Wide Web, 2018, 21 : 7 - 32
  • [14] Business Modeling and Design in the Internet-of-things Context
    Breivold, Hongyu Pei
    Rizvanovic, Larisa
    [J]. PROCEEDINGS 2018 IEEE 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), 2018, : 524 - 531
  • [15] Demo: A Spatial Audio System for the Internet-of-Things
    Liu, Frank
    LiKamWa, Robert
    [J]. HOTMOBILE '19 - PROCEEDINGS OF THE 20TH INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS, 2019, : 183 - 183
  • [16] Securing Internet-of-Things
    Gong, Guang
    [J]. FOUNDATIONS AND PRACTICE OF SECURITY, FPS 2018, 2019, 11358 : 3 - 16
  • [17] A survey of Internet-of-Things: Future Vision, Architecture, Challenges and Services
    Singh, Dhananjay
    Tripathi, Gaurav
    Jara, Antonio J.
    [J]. 2014 IEEE WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2014, : 287 - 292
  • [18] Dealing with Uncertainty in Software Architecture on the Internet-of-Things with Digital Twins
    Oquendo, Flavio
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2019, PT I: 19TH INTERNATIONAL CONFERENCE, SAINT PETERSBURG, RUSSIA, JULY 1-4, 2019, PROCEEDINGS, PT I, 2019, 11619 : 770 - 786
  • [19] A socio-technical framework for Internet-of-Things design: A human-centered design for the Internet of Things
    Shin, Donghee
    [J]. TELEMATICS AND INFORMATICS, 2014, 31 (04) : 519 - 531
  • [20] Design of Beamspace Massive Access for Cellular Internet-of-Things
    Jia, Rundong
    Chen, Xiaoming
    Ng, Derrick Wing Kwan
    Lin, Hai
    Zhang, Zhaoyang
    [J]. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,