A Semantic-Enabled Framework for Future Internet of Things Applications

Umesh Bellur, Pankesh Patel, Saurabh Chauhan, Yongrui Qin

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

Abstract

While the challenge of connecting Internet of Things (IoT) devices at the lowest layer has been widely studied, integrating and interoperating huge amounts of sensed data of heterogeneous IoT devices is becoming increasingly important because of the possibility of consuming such data in supporting many potential novel IoT applications. A common approach to processing and consuming IoT data is a centralized paradigm: sensor data is sent over the network to a comparatively powerful central server or a cloud service, where all processing takes place. However, this approach has some limitations as it requires devices to interact directly with a cloud which is not cost effective. First, it has high demands on the device's storage and computational capabilities. Second, as devices grow rapidly in a deployment area, sending all the data to a centralized cloud server requires high network bandwidth. Moreover, this often creates data privacy concerns as all raw data will be sent to a centralized place. To address the above limitations for building future Internet of Things applications, we present an early design of a novel framework that combines Internet of Things, Semantic Web, and Big Data concepts. We not only present the core components to build an IoT system, but also list existing alternatives with their merits. This framework aims to incorporate open standards to address the potential challenges in building future IoT applications. Therefore, our discussion revolves around open standards to build the framework, rather than proprietary standards.

Original languageEnglish
Title of host publication2017 IEEE World Congress on Services (SERVICES)
EditorsRami Bahsoon, Zhixiong Chen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages106-113
Number of pages8
ISBN (Electronic)9781538620021
DOIs
Publication statusPublished - 14 Sep 2017
Event13th IEEE World Congress on Services - Honolulu, United States
Duration: 25 Jun 201730 Jun 2017
Conference number: 13
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8036703 (Link to Conference Information)

Conference

Conference13th IEEE World Congress on Services
Abbreviated titleSERVICES 2017
CountryUnited States
CityHonolulu
Period25/06/1730/06/17
Internet address

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Bellur, U., Patel, P., Chauhan, S., & Qin, Y. (2017). A Semantic-Enabled Framework for Future Internet of Things Applications. In R. Bahsoon, & Z. Chen (Eds.), 2017 IEEE World Congress on Services (SERVICES) (pp. 106-113). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SERVICES.2017.26