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A Cloud-based Analytics-Platform for User-centric Internet of Things Domains – Prototype and Performance Evaluation

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Title:A Cloud-based Analytics-Platform for User-centric Internet of Things Domains – Prototype and Performance Evaluation
Authors:Zschörnig, Theo
Windolph, Jonah
Wehlitz, Robert
Franczyk, Bogdan
Keywords:Smart (City) Application Development: Challenges and Experiences
big data
cloud computing
data analytics
internet of things
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Date Issued:07 Jan 2020
Abstract:Data analytics have the potential to increase the value of data emitted from smart devices in user-centric Internet of Things environments, such as smart home, drastically. In order to allow businesses and end-consumers alike to tap into this potential, appropriate analytics architectures must be present. Current solutions in this field do not tackle all of the diverse challenges and requirements, which were identified in previous research. Specifically, personalized, extensible analytics solutions, which still offer the means to address big data problems are scarce. In this paper, we therefore present an architectural solution, which was specifically designed to address the named challenges. Furthermore, we offer insights into the prototypical implementation of the proposed concept as well as an evaluation of its performance against traditional big data architectures.
Pages/Duration:10 pages
URI:http://hdl.handle.net/10125/64550
ISBN:978-0-9981331-3-3
DOI:10.24251/HICSS.2020.808
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Smart (City) Application Development: Challenges and Experiences


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