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2024 | OriginalPaper | Buchkapitel

Relating Context and Self Awareness in the Internet of Things

verfasst von : David Arnaiz, Marc Vila, Eduard Alarcón, Francesc Moll, Maria-Ribera Sancho, Ernest Teniente

Erschienen in: Cooperative Information Systems

Verlag: Springer Nature Switzerland

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Abstract

Context- and self- awareness are two terms that have been living with us for many years. In principle, both state a similar meaning even though the literature points out a very different path. One is inspired by location-related mechanisms in mobile environments, whereas the other is inspired by biology. In the area of the Internet of Things, the term context-awareness has seen a higher adoption in the field of Cloud Computing, while the term self-awareness is more widely used in the area of Wireless Sensor Networks. This paper evaluates the entire IoT Cloud-to-Thing Continuum in an attempt to reconcile both terms. We contextualize and discuss the literature around context and self-awareness, and we propose a conceptual architecture that handles both concepts, with the aim of having a better understanding of how to develop a software environment that integrates both concepts. To show the real-life applicability of our proposed architecture, it is introduced in a realistic setting such as wildfire monitoring, including a conceptual overview of how the proposed architecture could be implemented in this domain. Additionally, our evaluation of a river flooding scenario concluded that the proposed architecture significantly reduced flood detection delay by over 47% compared to the naive method and over 20% compared to standalone self-awareness and context-awareness methods.

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Fußnoten
1
Illustrated by dashed lines in Fig. 1 to emphasize the different interactions’ nature.
 
2
River Level and Flows dataset by Alberta Environment and Parks [4].
 
4
The water level prediction model–lightweight linear regression algorithm–employed in the sensor node has some energy overhead, but it is expected to have minimal impact on the sensor node’s overall energy consumption. Hence, this has not been factored into the simulation nor Table 1.
 
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Metadaten
Titel
Relating Context and Self Awareness in the Internet of Things
verfasst von
David Arnaiz
Marc Vila
Eduard Alarcón
Francesc Moll
Maria-Ribera Sancho
Ernest Teniente
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-46846-9_21

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