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

3 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
PublisherInstitute of Electrical and Electronic Engineers IEEE
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] Institute of Electrical and Electronic Engineers IEEE. 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. Institute of Electrical and Electronic Engineers IEEE, 2018.
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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.",
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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, Institute of Electrical and Electronic Engineers IEEE, 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. Institute of Electrical and Electronic Engineers IEEE, 2018. 8444596.

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

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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. Institute of Electrical and Electronic Engineers IEEE. 2018. 8444596 https://doi.org/10.1109/PERCOM.2018.8444596