• 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
  • Pages
    12
  • From page
    1235
  • To page
    1246
  • 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
  • Serial Year
    2015
  • Journal title
    Expert Systems with Applications
  • Record number

    2355518