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

  • 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.

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Author:Ralf BrunsORCiDGND, Jürgen DunkelORCiDGND, Henrik Masbruch, Sebastian Stipkovic
DOI original:https://doi.org/10.1016/j.eswa.2014.09.005
Parent Title (English):Expert Systems with Applications
Document Type:Article
Year of Completion:2015
Publishing Institution:Hochschule Hannover
Release Date:2022/03/22
Tag:Verarbeitung komplexer Ereignisse
complex event processing; event-driven architecture; machine-to-machine communication
GND Keyword:Machine-to-Machine-Kommunikation; Ereignisgesteuerte Programmierung
Page Number:12
First Page:1235
Last Page:1246
Link to catalogue:1797307983
Institutes:Fakultät IV - Wirtschaft und Informatik
DDC classes:004 Informatik
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International