Distribution of semantic reasoning on the edge of Internet of Things |
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Author: | Su, Xiang1; Li, Pingjiang1; Riekki, Jukka1; |
Organizations: |
1University of Oulu, Oulu, Finland 2VTT Technical Research Centre of Finland, Oulu, Finland 3fortiss, An-Institut Technische Universität München, Munich, Germany
4University of Helsinki, Helsinki, Finland
5Beijing University of Posts and Telecommunications, Beijing, China |
Format: | article |
Version: | accepted version |
Access: | open |
Online Access: | PDF Full Text (PDF, 0.5 MB) |
Persistent link: | http://urn.fi/urn:nbn:fi-fe2019082024790 |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers,
2018
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Publish Date: | 2019-08-20 |
Description: |
AbstractSemantics 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. see all
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Series: |
IEEE International Conference on Pervasive Computing and Communications |
ISSN: | 2474-2503 |
ISSN-E: | 2474-249X |
ISSN-L: | 2474-249X |
ISBN: | 978-1-5386-3224-6 |
ISBN Print: | 978-1-5386-3225-3 |
Pages: | 1 - 9 |
DOI: | 10.1109/PERCOM.2018.8444596 |
OADOI: | https://oadoi.org/10.1109/PERCOM.2018.8444596 |
Host publication: |
2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) |
Conference: |
IEEE International Conference on Pervasive Computing and Communications |
Type of Publication: |
A4 Article in conference proceedings |
Field of Science: |
113 Computer and information sciences |
Subjects: | |
Funding: |
The first author would like to thank Jorma Ollila Grant for funding this research. |
Copyright information: |
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