Title of article :
Intelligent M2M: Complex event processing for machine-to-machine communication
Author/Authors :
Bruns، نويسنده , , Ralf and Dunkel، نويسنده , , Jürgen and Masbruch، نويسنده , , Henrik and Stipkovic، نويسنده , , Sebastian، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2015
Abstract :
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.
s 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.
Keywords :
Event-driven architecture , Machine-to-machine communication , Complex event processing
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications