Publication: Combining Edge Computing and Data Processing with Kubernetes
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2020
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2020-07
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Abstract
The objective of this thesis is to explore and expand on cutting edge concepts that have been introduced in the coursework during this bachelor's degree. In particular, we will be going into the world of distributed and "Cloud Computing", including the use of "Internet of Things" devices. We will also demonstrate our use case scenario implementing "Artificial Intelligence" concepts, including building and configuring a Neural Network.
In more detail, we explore how a computer cluster is built, scaling an application throughout an array of connected computers, building such applications on containers, and deploying them into the cluster. To build our use case scenario we will be developing an intelligent temperature control system that uses AI to determine the future temperature and using that prediction to reduce network congestion. This temperature control system and its other supporting applications will be run on the computer cluster and its performance will be evaluated.
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Cloud computing, Internet de las cosas, Inteligencia artificial