A Semantic Processing Framework for IoT-Enabled Communication Systems

被引:11
|
作者
Ali, Muhammad Intizar [1 ]
Ono, Naomi [1 ]
Kaysar, Mahedi [1 ]
Griffin, Keith [2 ]
Mileo, Alessandra [1 ]
机构
[1] Natl Univ Ireland, INSIGHT Ctr Data Analyt, Galway, Ireland
[2] Cisco Syst, Galway, Ireland
来源
关键词
IoT; RDF stream processing; Stream federation; Communication systems; OpenIoT; Linked data; INTERNET; THINGS;
D O I
10.1007/978-3-319-25010-6_14
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Enterprise Collaboration Systems are designed in such a way to maximise the efficiency of communication and collaboration within the enterprise. With users becoming mobile, the Internet of Things can play a crucial role in this process, but is far from being seamlessly integrated in modern online communications. In this paper, we showcase the use of a solution that goes beyond today's ad-hoc integration and processing of heterogeneous data sources for static and streaming data, providing more flexible and efficient processing techniques that can bridge the gap between IoT and online Enterprise Communication Systems. We document the technologies used for sensor deployment, sensor data acquisition based on the OpenIoT framework, and stream federation. Our main contributions are the following, i) we present a conceptual architecture of IoT-enabled Communication Systems, that builds upon existing frameworks for semantic data acquisition, and tools to enable continuous processing, discovery and federation of dynamic data sources based on Linked Data; ii) we present a semantic information model for representing and linking IoT data, social data and personal data by re-using and extending the existing standard semantic models; iii) we evaluate the performance of virtualisation of IoT sources based on OpenIoT in our testbed and show the impact of transmission, annotation and data storage, as well as initial results on scalability of RDF stream query processing in such a framework, providing guidelines and directions for optimisation.
引用
收藏
页码:241 / 258
页数:18
相关论文
共 50 条
  • [41] Assessing Vulnerabilities and IoT-Enabled Attacks on Smart Lighting Systems
    Stellios, Ioannis
    Mokos, Kostas
    Kotzanikolaou, Panayiotis
    COMPUTER SECURITY: ESORICS 2021 INTERNATIONAL WORKSHOPS, 2022, 13106 : 199 - 217
  • [42] SEMIoTICS: Semantically Enhanced IoT-Enabled Intelligent Control Systems
    Milis, Georgios M.
    Panayiotou, Christos G.
    Polycarpou, Marios M.
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (01): : 1257 - 1266
  • [43] A Survey on IoT-Enabled Home Automation Systems: Attacks and Defenses
    Wang, Zhibo
    Liu, Defang
    Sun, Yunan
    Pang, Xiaoyi
    Sun, Peng
    Lin, Feng
    Lui, John C. S.
    Ren, Kui
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2022, 24 (04): : 2292 - 2328
  • [44] Security in IoT-Enabled Digital Twins of Maritime Transportation Systems
    Liu, Jun
    Li, Chunlin
    Bai, Jingpan
    Luo, Youlong
    Lv, Haibin
    Lv, Zhihan
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (02) : 2359 - 2367
  • [45] Secure End-to-End Communication for Constrained Devices in IoT-enabled Ambient Assisted Living Systems
    Porambage, Pawani
    Braeken, An
    Gurtov, Andrei
    Ylianttila, Mika
    Spinsante, Susanna
    2015 IEEE 2ND WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2015, : 711 - 714
  • [46] A multi-level simulation-based optimization framework for IoT-enabled elderly care systems
    Legato, Pasquale
    Mazza, Rina Mary
    Fortino, Giancarlo
    SIMULATION MODELLING PRACTICE AND THEORY, 2022, 114
  • [47] Design and performance of an AI-enabled threat intelligence framework for IoT-enabled autonomous vehicles
    Akhunzada, Adnan
    Al-Shamayleh, Ahmad Sami
    Zeadally, Sherali
    Almogren, Ahmad
    Abu-Shareha, Ahmad Adel
    COMPUTERS & ELECTRICAL ENGINEERING, 2024, 119
  • [48] IoT-Enabled Manufacturing Synchronization for Ecommerce
    Lin, Peng
    Kong, Xiangtianrui
    Li, Ming
    Chen, Jian
    Huang, George Q.
    2017 13TH IEEE CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2017, : 401 - 405
  • [49] IoT-Enabled Door Lock System
    Adiono, Trio
    Fuada, Syifaul
    Anindya, Sinantya Feranti
    Purwanda, Irfan Gani
    Fathany, Maulana Yusuf
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (05) : 445 - 449
  • [50] IoT-enabled devices forward compatible
    Banda, Gourinath
    Chaitanya, Krishna
    Mohan, Harsh
    2015 11TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2015, : 824 - 832