Conference
Stream Data Analysis as a web service: A Case Study Using IoT Sensor Data
| العنوان: | Stream Data Analysis as a web service: A Case Study Using IoT Sensor Data |
|---|---|
| المؤلفون: | Ahrabian, Alireza, Kolozali, Sefki, Enshaeifar, Shirin, Cheong-Took, Clive, Barnaghi, Payam |
| بيانات النشر: | IEEE |
| سنة النشر: | 2017 |
| المجموعة: | University of Surrey, Guildford: Surrey Scholarship Online. |
| الوصف: | 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. |
| نوع الوثيقة: | conference object |
| وصف الملف: | text |
| اللغة: | English |
| Relation: | http://epubs.surrey.ac.uk/813389/; http://epubs.surrey.ac.uk/813389/1/Manuscript.pdf; http://epubs.surrey.ac.uk/813389/7/SRI_deposit_agreement.pdf; Ahrabian, Alireza, Kolozali, Sefki, Enshaeifar, Shirin, Cheong-Took, Clive and Barnaghi, Payam (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. |
| DOI: | 10.1109/ICASSP.2017.7953308 |
| الاتاحة: | http://epubs.surrey.ac.uk/813389/1/Manuscript.pdf http://epubs.surrey.ac.uk/813389/7/SRI_deposit_agreement.pdf https://doi.org/10.1109/ICASSP.2017.7953308 |
| Rights: | attached |
| رقم الانضمام: | edsbas.E29BA4E1 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1109/ICASSP.2017.7953308 |
|---|