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Stream Data Analysis as a web service: A Case Study Using IoT Sensor Data

Ahrabian, A, KOLOZALI, S, Enshaeifar, S, Cheong-Took, C and Barnaghi, P (2017) Stream Data Analysis as a web service: A Case Study Using IoT Sensor Data In: 42nd IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP2017, 2017-03-05 - 2017-03-09, New Orleans, USA.

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Abstract

The advent of Internet of Things, has resulted in the development of infrastructure for capturing and storing data from domains ranging from smart devices (e.g. smartphones) to smart cities. This data is often available publicly and has enabled a wider range of data consumers to utilise such data sets for applications ranging from scientific experimentation to enhancing commercial activity for businesses. Accordingly this has resulted in the need for the development data analysis tools that are both simple to use and provide the most effective tools for a given data set. To this end, we introduce data analysis tools as web service, that enables the data consumer to make a simple HTTP request for processing data over the internet. By providing such tools as a web service, we demonstrate the potential of such a system to aid both the advanced and novice data consumer. Furthermore, this work provides an use case example of the proposed tool on publicly available data extracted from the smart city CityPulse IoT project.

Item Type: Conference or Workshop Item (Conference Poster)
Subjects : Electronic Engineering
Divisions : Faculty of Engineering and Physical Sciences > Electronic Engineering
Authors :
AuthorsEmailORCID
Ahrabian, AUNSPECIFIEDUNSPECIFIED
KOLOZALI, SUNSPECIFIEDUNSPECIFIED
Enshaeifar, SUNSPECIFIEDUNSPECIFIED
Cheong-Took, CUNSPECIFIEDUNSPECIFIED
Barnaghi, PUNSPECIFIEDUNSPECIFIED
Date : July 2017
Copyright Disclaimer : © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Contributors :
ContributionNameEmailORCID
UNSPECIFIEDIEEE, UNSPECIFIEDUNSPECIFIED
Uncontrolled Keywords : Data Analysis web service, Internet of Things, CityPulse Data set, Knowledge Acquisition Toolkit
Related URLs :
Depositing User : Symplectic Elements
Date Deposited : 27 Jan 2017 15:59
Last Modified : 27 Jan 2017 15:59
URI: http://epubs.surrey.ac.uk/id/eprint/813389

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