An Ontology-Based IoT Communication Data Reduction Method

Yunkang Xu, Tomoji Kishi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In IoT systems, large volume of data such as sensor data from various devices could be transmitted from gateway to the cloud side. Therefore, it is required to perform processing such as data compression on the gateway to reduce communication cost and ease communication delay. In this Work-in-Progress paper, we propose a method of reducing the amount of communication data. In this method, we assume a situation in which the gateway side hold SSN ontology, domain ontology and its instance respectively, and transmit annotated data according to its structure. Basic idea is that at the gateway side we prune data structures for insignificant data, and at the cloud side, pruned data structures are recovered using ontology.

Original languageEnglish
Title of host publication2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018
EditorsSatyajit Chakrabarti, Himadri Nath Saha
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages321-325
Number of pages5
ISBN (Electronic)9781538676936
DOIs
Publication statusPublished - 2018 Nov 1
Event9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018 - New York City, United States
Duration: 2018 Nov 82018 Nov 10

Publication series

Name2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018

Conference

Conference9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018
CountryUnited States
CityNew York City
Period18/11/818/11/10

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Keywords

  • Communication
  • Data
  • IoT
  • Ontology
  • SSN

ASJC Scopus subject areas

  • Instrumentation
  • Computer Networks and Communications
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Xu, Y., & Kishi, T. (2018). An Ontology-Based IoT Communication Data Reduction Method. In S. Chakrabarti, & H. N. Saha (Eds.), 2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018 (pp. 321-325). [8796782] (2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UEMCON.2018.8796782