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2020 | OriginalPaper | Chapter

Towards a Semantic Edge Processing of Sensor Data. An Incipient Experiment

Authors : Paula-Georgiana Zălhan, Gheorghe Cosmin Silaghi, Robert Andrei Buchmann

Published in: Economics of Grids, Clouds, Systems, and Services

Publisher: Springer International Publishing

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Abstract

This paper addresses a semantic stream processing pipeline, including data collection, semantic annotation, RDF data storage and query processing. We investigate whether the semantic annotation step could be moved on the edge, by designing and evaluating two alternative processing architectures. Experiments show that the edge processing fulfills the low-latency requirement, facilitating the parallel processing of the semantic enrichment for the sensor data.

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Metadata
Title
Towards a Semantic Edge Processing of Sensor Data. An Incipient Experiment
Authors
Paula-Georgiana Zălhan
Gheorghe Cosmin Silaghi
Robert Andrei Buchmann
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-63058-4_7

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