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 (2018-08-23)
 
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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
Institute of Electrical and Electronics Engineers
23.08.2018

X. Su et al., "Distribution of Semantic Reasoning on the Edge of Internet of Things," 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom), Athens, 2018, pp. 1-9. doi: 10.1109/PERCOM.2018.8444596

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doi:https://doi.org/10.1109/PERCOM.2018.8444596
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https://urn.fi/URN:NBN:fi-fe2019082024790
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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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