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Su X. et al. (2017) Transferring Remote Ontologies to the Edge of Internet of Things Systems. In: Au M., Castiglione A., Choo KK., Palmieri F., Li KC. (eds) Green, Pervasive, and Cloud Computing. GPC 2017. Lecture Notes in Computer Science, vol 10232. Springer, Cham. https://doi.org/10.1007/978-3-319-57186-7_39

Transferring remote ontologies to the edge of Internet of Things Systems

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Author: Su, Xiang1; Li, Pingjiang1; Flores, Huber2;
Organizations: 1Center for Ubiquitous Computing, University of Oulu, Finland
2Department of Computer Science, University of Helsinki, Finland
3Biomimetics and Intelligent Systems Group, University of Oulu, Finland
4State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
5fortiss, An-Institut Technische Universität München, Munich, Germany
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.4 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2019082024788
Language: English
Published: Springer Nature, 2017
Publish Date: 2019-08-20
Description:

Abstract

Edge computing paradigm allows computation to be moved from the central high powered Cloud or data center to the edge of the network. This paradigm often enables more efficient data processing near its source and sends only the data and knowledge that have value over the network. Our study focuses on performing semantic reasoning at the edge computing devices, which requires transferring ontologies to the edge devices. This paper presents different representations for transferring Web Ontology language (OWL) version 2 ontologies to the edge. We evaluate different representations in an experimental IoT system with edge nodes and compare lengths of different syntaxes and their computation effort of building models in Cloud and edge computing devices in terms of processing time.

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Series: Lecture notes in computer science
ISSN: 0302-9743
ISSN-E: 1611-3349
ISSN-L: 0302-9743
ISBN: 978-3-319-57186-7
ISBN Print: 978-3-319-57185-0
Volume: 10232
Pages: 538 - 552
DOI: 10.1007/978-3-319-57186-7_39
OADOI: https://oadoi.org/10.1007/978-3-319-57186-7_39
Host publication: Proceedings of the 12th International Conference on Green, Pervasive and Cloud Computing, GPC 2017; Cetara; Italy; 11-14 May 2017
Host publication editor: Miani, Rodrigo
Camargos, Lasaro
Zarpelão, Bruno
Rosas, Erika
Pasquini, Rafael
Conference: International Conference on Green, Pervasive and Cloud Computing
Type of Publication: A4 Article in conference proceedings
Field of Science: 113 Computer and information sciences
Subjects:
Edge computing
Internet of Things
OWL 2
Ontology
Article
Funding: The first author would like to thank Jorma Ollila Grant of Nokia foundation for funding this research.
Copyright information: © Springer International Publishing AG 2017. This is a post-peer-review, pre-copyedit version of an article published in Lecture Notes in Computer Science. The final authenticated version is available online at: https://doi.org/10.1007/978-3-319-57186-7_39.