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2021 | OriginalPaper | Chapter

Complex Event Processing in Sensor-Based Environments: Edge Computing Frameworks and Techniques

Authors : A. Dhillon, S. Majumdar, M. St-Hilaire, A. El-Haraki

Published in: Mobile Edge Computing

Publisher: Springer International Publishing

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Abstract

By performing latency-sensitive computations at the edge and the remaining computations on a backend server, edge computing systems can effectively handle the processing of data in a timely manner. This chapter focuses on an edge computing framework that partitions the processing of sensor data at a mobile node placed at the edge and backend computations at a powerful server. The primary application of the framework is in the area of processing of complex events each of which may correspond to the simultaneous occurrence of multiple raw events generated by sensors that are monitoring the phenomena of interest. Application of such complex event processing techniques spans smart buildings, smart machinery as well as smart healthcare systems. This chapter focuses on using the proposed framework and techniques to a smart phone based remote patient monitoring system and by using prototyping and measurement presents a rigorous performance analysis of the system.

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previous chapter Mobile Edge Computing for Content Distribution and Mobility Support in Smart Cities

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Title: Complex Event Processing in Sensor-Based Environments: Edge Computing Frameworks and Techniques
Authors: A. Dhillon
S. Majumdar
M. St-Hilaire
A. El-Haraki
Publisher: Springer International Publishing
Book: Mobile Edge Computing
Print ISBN: 978-3-030-69892-8

Electronic ISBN: 978-3-030-69893-5

Copyright Year: 2021
DOI: https://doi.org/10.1007/978-3-030-69893-5_20

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