Conceptual model of real-time IoT systems

被引:6
|
作者
Yuan, Bo [1 ,2 ]
Chen, De-ji [1 ,3 ]
Xu, Dong-mei [4 ]
Chen, Ming [5 ]
机构
[1] Tongji Univ, Dept Comp Sci & Technol, Shanghai 201804, Peoples R China
[2] Jinggangshan Univ, Sch Elect & Informat Engn, Jian 343009, Jiangxi, Peoples R China
[3] Tongji Univ, MOE Key Lab Embedded Syst & Serv Comp, Shanghai 201804, Peoples R China
[4] China Elect Standardizat Inst, Beijing 100007, Peoples R China
[5] Tongji Univ, Chinesisch Deutsch Hsch Angew Wissensch, Shanghai 201804, Peoples R China
关键词
Internet of Things (IoT); Real-time system; Conceptual model; View; Hard; Soft real-time; TP393; INTERNET; THINGS;
D O I
10.1631/FITEE.1900115
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 address a special kind of Internet of Things (IoT) systems that are also real-time. We call them real-time IoT (RT-IoT) systems. An RT-IoT system needs to meet timing constraints of system delay, clock synchronization, deadline, and so on. The timing constraints turn to be more stringent as we get closer to the physical things. Based on the reference architecture of IoT (ISO/IEC 30141), the RT-IoT conceptual model is established. The idea of edge subsystem is introduced. The sensing & controlling domain is the basis of the edge subsystem, and the edge subsystem usually must meet the hard real-time constraints. The model includes four perspectives, the time view, computation view, communication view, and control view. Each view looks, from a different angle, at how the time parameters impact an RT-IoT system.
引用
收藏
页码:1457 / 1464
页数:8
相关论文
共 50 条
  • [1] Conceptual model of real-time IoT systems
    Bo Yuan
    De-ji Chen
    Dong-mei Xu
    Ming Chen
    Frontiers of Information Technology & Electronic Engineering, 2019, 20 : 1457 - 1464
  • [2] Visually-defined Real-Time Orchestration of IoT Systems
    Silva, Margarida
    Dias, Joao Pedro
    Restivo, Andre
    Ferreira, Hugo Sereno
    PROCEEDINGS OF THE 17TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS 2020), 2021, : 225 - 235
  • [3] Approach for Designing Real-Time IoT Systems
    Deniziak, Stanislaw
    Plaza, Miroslaw
    Arcab, Lukasz
    ELECTRONICS, 2022, 11 (24)
  • [4] Real-time data analytics and event detection for IoT-enabled communication systems
    Ali, Muhammad Intizar
    Ono, Naomi
    Kaysar, Mahedi
    Shamszaman, Zia Ush
    Thu-Le Pham
    Gao, Feng
    Griffin, Keith
    Mileo, Alessandra
    JOURNAL OF WEB SEMANTICS, 2017, 42 : 19 - 37
  • [5] IoT-Enabled Real-Time Production Performance Analysis and Exception Diagnosis Model
    Zhang, Yingfeng
    Wang, Wenbo
    Wu, Naiqi
    Qian, Cheng
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2016, 13 (03) : 1318 - 1332
  • [6] Reliable Real-Time Operating System for IoT Devices
    Hahm, Seong-Il
    Kim, Jeongchan
    Jeong, Ahreum
    Yi, Hyunjin
    Chang, Sunghan
    Kishore, Shobha Nanda
    Chauhan, Amandeep
    Cherian, Siju Punnoose
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (05): : 3705 - 3716
  • [7] Data-Triggered Approach for Real-Time Machine Learning in IoT Systems
    Cheng, Tou
    Coulibaly, Falla
    Patooghy, Ahmad
    Kursun, Olcay
    2020 IEEE 63RD INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2020, : 101 - 104
  • [8] HyperDetect: A Real-Time Hyperdimensional Solution for Intrusion Detection in IoT Networks
    Wang, Junyao
    Xu, Haocheng
    Achamyeleh, Yonatan Gizachew
    Huang, Sitao
    Al Faruque, Mohammad Abdullah
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (08): : 14844 - 14856
  • [9] iDetector: A Novel Real-Time Intrusion Detection Solution for IoT Networks
    Kong, Xiangyu
    Zhou, Yizhi
    Xiao, Yilei
    Ye, Xuezhou
    Qi, Heng
    Liu, Xiulong
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (19): : 31153 - 31166
  • [10] An efficient real-time architecture for collecting IoT data
    Loria, Mark Phillip
    Toja, Marco
    Carchiolo, Vincenza
    Malgeri, Michele
    PROCEEDINGS OF THE 2017 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2017, : 1157 - 1166