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

Title:
Intelligent M2M: Complex event processing for machine-to-machine communication
Authors:
BRUNS, Ralf, DUNKEL, Jürgen, MASBRUCH, Henrik, STIPKOVIC, Sebastian
Source:
Expert systems with applications. 42(3):1235-1246
Publisher Information:
Amsterdam: Elsevier, 2015.
Publication Year:
2015
Physical Description:
print, 3/4 p
Original Material:
INIST-CNRS
Subject Terms:
Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Logiciel, Software, Systèmes informatiques et systèmes répartis. Interface utilisateur, Computer systems and distributed systems. User interface, Organisation des mémoires. Traitement des données, Memory organisation. Data processing, Traitement des données. Listes et chaînes de caractères, Data processing. List processing. Character string processing, Intelligence artificielle, Artificial intelligence, Telecommunications et theorie de l'information, Telecommunications and information theory, Télécommunications, Telecommunications, Radiocommunications, Analyse donnée, Data analysis, Análisis datos, Architecture système, System architecture, Arquitectura sistema, Centrale électrique, Electric power plant, Central eléctrica, Collecte donnée, Data gathering, Recolección dato, Composition, Composicion, Développement logiciel, Software development, Desarrollo logicial, Gestion événement, Event management, Gestión aconticimiento, Imprimante, Printer, Impresora, Informatique diffuse, Pervasive computing, Informática difusa, Intelligence artificielle, Artificial intelligence, Inteligencia artificial, Monitorage, Monitoring, Monitoreo, Réutilisation, Reuse, Reutilización, Scénario, Script, Argumento, Surveillance, Vigilancia, Système intelligent, Intelligent system, Sistema inteligente, Système réactif, Reactive system, Sistema reactivo, Technologie communication, Communication technology, Tecnología comunicacíon, Temps réel, Real time, Tiempo real, Transmission en continu, Streaming, Transmisión fluyente, Base donnée très grande, Very large databases, Base de datos a gran escala, Machine à machine, Machine to machine, Máquina a máquina, Complex event processing, Event-driven architecture, Machine-to-machine communication
Document Type:
Fachzeitschrift Article
File Description:
text
Language:
English
Author Affiliations:
Hannover University of Applied Sciences and Arts, Department of Computer Science, Ricklinger Stadtweg 120, 30459 Hannover, Germany
ISSN:
0957-4174
Access URL:
http://pascal-francis.inist.fr/vibad/index.php?action=search&terms=28928450
Rights:
Copyright 2015 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Computer science; theoretical automation; systems

Telecommunications and information theory
Accession Number:
edscal.28928450
Database:
PASCAL Archive

Weitere Informationen

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.