Intelligent M2M: Complex event processing for machine-to-machine communication

Ralf Bruns

doi:10.1016/j.eswa.2014.09.005

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Intelligent M2M: Complex event processing for machine-to-machine communication

2015-02-01

Ralf Bruns *

Jürgen Dunkel

DOI：10.1016/j.eswa.2014.09.005

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Abstract

En 中文

M2M (machine-to-machine) systems use various communication technologies for automatically monitoring and controlling machines. In M2M systems, each machine emits a continuous stream of data records, which must be analyzed in real-time. Intelligent M2M systems should be able to diagnose their actual states and to trigger appropriate actions as soon as critical situations occur. In this paper, we show how complex event processing (CEP) can be used as the key technology for intelligent M2M systems. We provide an event-driven architecture that is adapted to the M2M domain. In particular, we define different models for the M2M domain, M2M machine states and M2M events. Furthermore, we present a general reference architecture defining the main stages of processing machine data. To prove the usefulness of our approach, we consider two real-world examples 'solar power plants' and 'printers', which show how easily the general architecture can be extended to concrete M2M scenarios. (C) 2014 Elsevier Ltd. All rights reserved.

Keywords:

Machine-to-machine communication

Complex event processing

Event-driven architecture

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