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

doi:10.1109/PERCOM.2018.8444596

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 proceeding › Conference article in proceedings › Scientific › peer-review

27 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 language	English
Title of host publication	2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018
Publisher	IEEE Institute of Electrical and Electronic Engineers
ISBN (Print)	978-1-5386-3224-6
DOIs	https://doi.org/10.1109/PERCOM.2018.8444596
Publication status	Published - 22 Aug 2018
MoE publication type	Not Eligible
Event	IEEE International Conference on Pervasive Computing and Communications, PerCom 2018 - Athens, Greece Duration: 19 Mar 2018 → 23 Mar 2018

Conference

Conference	IEEE International Conference on Pervasive Computing and Communications, PerCom 2018
Country/Territory	Greece
City	Athens
Period	19/03/18 → 23/03/18

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10.1109/PERCOM.2018.8444596

Cite this

Su, X., Li, P., Riekki, J., Liu, X., Kiljander, J., Soininen, J. P., 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 Article 8444596 IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/PERCOM.2018.8444596

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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",

note = "Funding Information: We thank Professor Claudio Bettini and Dr. Ilias Gerostathopoulos for their advice for this paper. The first author would like to thank Jorma Ollila Grant for funding this research. Publisher Copyright: {\textcopyright} 2018 IEEE. Copyright: Copyright 2018 Elsevier B.V., All rights reserved.; IEEE International Conference on Pervasive Computing and Communications, PerCom 2018 ; Conference date: 19-03-2018 Through 23-03-2018",

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doi = "10.1109/PERCOM.2018.8444596",

language = "English",

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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, 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 et al.
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 proceeding › Conference article in proceedings › Scientific › peer-review

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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

N1 - Funding Information: We thank Professor Claudio Bettini and Dr. Ilias Gerostathopoulos for their advice for this paper. The first author would like to thank Jorma Ollila Grant for funding this research. Publisher Copyright: © 2018 IEEE. Copyright: Copyright 2018 Elsevier B.V., All rights reserved.

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.

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DO - 10.1109/PERCOM.2018.8444596

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AN - SCOPUS:85053477661

SN - 978-1-5386-3224-6

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

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T2 - IEEE International Conference on Pervasive Computing and Communications, PerCom 2018

Y2 - 19 March 2018 through 23 March 2018

ER -

Distribution of Semantic Reasoning on the Edge of Internet of Things

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