A design and development of cloud platform for data stream acquisition and storage from smart devices

David Rubin (2018) A design and development of cloud platform for data stream acquisition and storage from smart devices. EngD thesis.

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Abstract

In this thesis we designed and developed a cloud based platform which offers storage for data gathered by smart devices. Smart devices can include smartphones, the devices of the internet of things and many more. They are capable of generating a large amount of data in real time and it is a challenge to not only capture the data, but to also store it for a possible later analysis. It is also important that we have quick access times to the stored data. In this thesis we developed a loose-coupled platform that can offer distributed storage for the big data from the devices and also an option for querying that data. We also developed some IoT sensor applications that demonstrate efficient operability of our platform on heterogeneous data flows. At the end we tested the platform and plotted some of the data collected.

Item Type:

Thesis (EngD thesis)

Keywords:

cloud, internet of things, big data, smart devices, distributed storage, Hadoop

Number of Pages:

Language of Content:

Slovenian

Mentor / Comentors:

Name and Surname	ID	Function
doc. dr. Sebastijan Šprager		Mentor

Link to COBISS:

http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1537757635)

Institution:

University of Ljubljana

Department:

Faculty of Computer and Information Science

Item ID:

4096

Date Deposited:

08 Mar 2018 16:45

Last Modified:

03 Apr 2018 13:55

URI:

http://eprints.fri.uni-lj.si/id/eprint/4096

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