Distributed semantic reasoning enabled by fog computing

Yu Hsiang Chien, Fuchun Joseph Lin

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

The emergence of various Internet of Things (IoT) applications has hastened the introduction of Semantics Interoperability (SI). Instead of storing enormous raw data, SI attempts to annotate these data with semantic information (a.k.a. ontology) that can enable smart management of the ever-increasing data generated by IoT. One of the main features of ontology is semantic reasoning for deriving implicit knowledge from explicit context information. Nevertheless, such semantic reasoning in the cloud can be computationally expensive with the gigantic amount of incoming data. In this research, we propose the adoption of 'Fog Computing' to distribute the procedure of semantic reasoning among a hierarchy of distributed Fog nodes than in a centralized cloud. To verify the effectiveness of our methods, we compare the proposed distributed Fog architecture with a centralized Cloud system based on the use case of elderly care.

原文English
主出版物標題Proceedings - 2019 IEEE International Congress on Cybermatics
主出版物子標題12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1033-1040
頁數8
ISBN(電子)9781728129808
DOIs
出版狀態Published - 七月 2019
事件12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019 - Atlanta, United States
持續時間: 14 七月 201917 七月 2019

出版系列

名字Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019

Conference

Conference12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019
國家United States
城市Atlanta
期間14/07/1917/07/19

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