Distribution of Semantic Reasoning on the Edge of Internet of Things

Xiang Su, Pingjiang Li, Jukka Riekki, Xiaoli Liu, Jussi Kiljander, Juha Pekka Soininen, Christian Prehofer, Huber Flores, Yuhong Li

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    5 Citations (Scopus)

    Abstract

    Semantics associates meaning with Internet of Things (IoT) data and facilitates the development of intelligent IoT applications and services. However, the big volume of the data generated by IoT devices and resource limitations of these devices have given rise to challenges for applying semantic technologies. In this article, we present Cloud and edge based IoT architectures for semantic reasoning. We report three experiments that demonstrate how edge computing can facilitate IoT systems in terms of data transfer and semantic reasoning. We also analyze how distributing reasoning tasks between the Cloud and edge devices affects system performance.

    Original languageEnglish
    Title of host publication2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018
    PublisherIEEE Institute of Electrical and Electronic Engineers
    ISBN (Print)978-1-5386-3224-6
    DOIs
    Publication statusPublished - 22 Aug 2018
    MoE publication typeNot Eligible
    EventIEEE International Conference on Pervasive Computing and Communications, PerCom 2018 - Athens, Greece
    Duration: 19 Mar 201823 Mar 2018

    Conference

    ConferenceIEEE International Conference on Pervasive Computing and Communications, PerCom 2018
    CountryGreece
    CityAthens
    Period19/03/1823/03/18

    Fingerprint

    Semantics
    Data transfer
    Internet of things
    Experiments

    Cite this

    Su, X., Li, P., Riekki, J., Liu, X., Kiljander, J., Soininen, J. P., ... Li, Y. (2018). Distribution of Semantic Reasoning on the Edge of Internet of Things. In 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018 [8444596] IEEE Institute of Electrical and Electronic Engineers . https://doi.org/10.1109/PERCOM.2018.8444596
    Su, Xiang ; Li, Pingjiang ; Riekki, Jukka ; Liu, Xiaoli ; Kiljander, Jussi ; Soininen, Juha Pekka ; Prehofer, Christian ; Flores, Huber ; Li, Yuhong. / Distribution of Semantic Reasoning on the Edge of Internet of Things. 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018. IEEE Institute of Electrical and Electronic Engineers , 2018.
    @inproceedings{3c3527231bc74c0ebc699b87bc98b6d2,
    title = "Distribution of Semantic Reasoning on the Edge of Internet of Things",
    abstract = "Semantics associates meaning with Internet of Things (IoT) data and facilitates the development of intelligent IoT applications and services. However, the big volume of the data generated by IoT devices and resource limitations of these devices have given rise to challenges for applying semantic technologies. In this article, we present Cloud and edge based IoT architectures for semantic reasoning. We report three experiments that demonstrate how edge computing can facilitate IoT systems in terms of data transfer and semantic reasoning. We also analyze how distributing reasoning tasks between the Cloud and edge devices affects system performance.",
    author = "Xiang Su and Pingjiang Li and Jukka Riekki and Xiaoli Liu and Jussi Kiljander and Soininen, {Juha Pekka} and Christian Prehofer and Huber Flores and Yuhong Li",
    year = "2018",
    month = "8",
    day = "22",
    doi = "10.1109/PERCOM.2018.8444596",
    language = "English",
    isbn = "978-1-5386-3224-6",
    booktitle = "2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018",
    publisher = "IEEE Institute of Electrical and Electronic Engineers",
    address = "United States",

    }

    Su, X, Li, P, Riekki, J, Liu, X, Kiljander, J, Soininen, JP, Prehofer, C, Flores, H & Li, Y 2018, Distribution of Semantic Reasoning on the Edge of Internet of Things. in 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018., 8444596, IEEE Institute of Electrical and Electronic Engineers , IEEE International Conference on Pervasive Computing and Communications, PerCom 2018, Athens, Greece, 19/03/18. https://doi.org/10.1109/PERCOM.2018.8444596

    Distribution of Semantic Reasoning on the Edge of Internet of Things. / Su, Xiang; Li, Pingjiang; Riekki, Jukka; Liu, Xiaoli; Kiljander, Jussi; Soininen, Juha Pekka; Prehofer, Christian; Flores, Huber; Li, Yuhong.

    2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018. IEEE Institute of Electrical and Electronic Engineers , 2018. 8444596.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    TY - GEN

    T1 - Distribution of Semantic Reasoning on the Edge of Internet of Things

    AU - Su, Xiang

    AU - Li, Pingjiang

    AU - Riekki, Jukka

    AU - Liu, Xiaoli

    AU - Kiljander, Jussi

    AU - Soininen, Juha Pekka

    AU - Prehofer, Christian

    AU - Flores, Huber

    AU - Li, Yuhong

    PY - 2018/8/22

    Y1 - 2018/8/22

    N2 - Semantics associates meaning with Internet of Things (IoT) data and facilitates the development of intelligent IoT applications and services. However, the big volume of the data generated by IoT devices and resource limitations of these devices have given rise to challenges for applying semantic technologies. In this article, we present Cloud and edge based IoT architectures for semantic reasoning. We report three experiments that demonstrate how edge computing can facilitate IoT systems in terms of data transfer and semantic reasoning. We also analyze how distributing reasoning tasks between the Cloud and edge devices affects system performance.

    AB - Semantics associates meaning with Internet of Things (IoT) data and facilitates the development of intelligent IoT applications and services. However, the big volume of the data generated by IoT devices and resource limitations of these devices have given rise to challenges for applying semantic technologies. In this article, we present Cloud and edge based IoT architectures for semantic reasoning. We report three experiments that demonstrate how edge computing can facilitate IoT systems in terms of data transfer and semantic reasoning. We also analyze how distributing reasoning tasks between the Cloud and edge devices affects system performance.

    UR - http://www.scopus.com/inward/record.url?scp=85053477661&partnerID=8YFLogxK

    U2 - 10.1109/PERCOM.2018.8444596

    DO - 10.1109/PERCOM.2018.8444596

    M3 - Conference article in proceedings

    AN - SCOPUS:85053477661

    SN - 978-1-5386-3224-6

    BT - 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018

    PB - IEEE Institute of Electrical and Electronic Engineers

    ER -

    Su X, Li P, Riekki J, Liu X, Kiljander J, Soininen JP et al. Distribution of Semantic Reasoning on the Edge of Internet of Things. In 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018. IEEE Institute of Electrical and Electronic Engineers . 2018. 8444596 https://doi.org/10.1109/PERCOM.2018.8444596