Julius Ollesch
ABSTRACT
Given the advent of cyber-physical systems (CPS), event-based control paradigms such as complex event processing (CEP) are vital enablers for adaptive analytical control mechanisms. CPS are becoming a high-profile research topic as they are key to disruptive digital innovations such as autonomous driving, industrial internet, smart grid and ambient assisted living. However, organizational and technological scalability of today's CEP approaches is limited by their monolithic architectures. This leads to the research idea for atomic CEP entities and the hypothesis that a network of small event-based control services is better suited for CPS development and operation than current centralised approaches. In addition, the paper summarizes preliminary results of the presented doctoral work and outlines questions for future research as well as an evaluation plan.
- J Axelsson. "Architectural Allocation Alternatives and Associated Concerns in Cyber-Physical Systems". In: ECSAW 2015 (2015), pp. 1--6. Google Scholar
Digital Library
- J C Eidson, Edward A. Lee, S Matic, S A Seshia, and Zou Jia. "Distributed Real-Time Software for Cyber-Physical Systems". In: Proceedings of the IEEE 100.1 (2012), pp. 45--59.Google ScholarCross Ref
- R. Klein, S. Rilling, A. Usov, and Jingquan Xie. "Using complex event processing for modelling and simulation of cyber-physical systems". In: IJCIS 9.1 (2013), p. 148.Google ScholarCross Ref
- Edward A. Lee. "CPS foundations". In: DAC, 2010 47th ACM/IEEE (2010), pp. 737--742. Google ScholarDigital Library
- Edward A. Lee. "The Past, Present and Future of Cyber-Physical Systems: A Focus on Models". In: Sensors 15.3 (2015), pp. 4837--4869.Google ScholarCross Ref
- P. Leitao, Armando W. Colombo, and S. Karnouskos. "Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges". In: Computers in Industry (2015). Google ScholarDigital Library
- P Lindgren, P Pietrzak, and H Makitaavola. "Real-time complex event processing using concurrent reactive objects". In: ICIT IEEE (2013), pp. 1994--1999.Google Scholar
- N Mehdiyev, J Krumeich, D Enke, D Werth, and P Loos. "Determination of Rule Patterns in Complex Event Processing Using Machine Learning Techniques". In: Procedia Computer Science 61 (2015), pp. 395--401.Google ScholarCross Ref
- L Monostori. "Cyber-physical Production Systems: Roots, Expectations and R&D Challenges". In: Procedia CIRP 17 (2014), pp. 9--13.Google ScholarCross Ref
- J. Morgan and Garret. E. O'Donnell. "Cyber physical process monitoring systems". In: Journal of Intelligent Manufacturing (2016).Google Scholar
- P Pietrzak, P Lindgren, and H Makitaavola. "Towards a lightweight CEP engine for embedded systems". In: IECON 2012, IEEE (2012), pp. 5805--5810.Google Scholar
- F Saglietti, D Fohrweiser, S Winzinger, and R Lill. "Model-Based Design and Testing of Decisional Autonomy and Cooperation in Cyber-Physical Systems". In: SEAA (2015), pp. 479--483. Google ScholarDigital Library
- A Smirnov, A Kashevnik, and N Shilov."Cyber-Physical-Social System Self-Organization: Ontology-Based Multilevel Approach and Case Study". In: SASO 2015, IEEE (2015), pp. 168--169. Google ScholarDigital Library
- C Talcott. "Cyber-physical systems and events". In: Lecture Notes in Computer Science. Vol. 5380 LNCS. 2008, pp. 101--115. Google ScholarDigital Library
- Yuying Wang, Xingshe Zhou, Lijun Shan, and Kejian Miao. "Study on Complex Event Processing for CPS: An Event Model Perspective". In: (2014).Google Scholar
- Eugene Wu, Yanlei Diao, and Shariq Rizvi. "High-performance complex event processing over streams". In: Proceedings of the 2006 ACM SIGMOD 10.1 (2006), pp. 407--418. Google ScholarDigital Library
- Xi Zheng, Christine Julien, Miryung Kim, and Sarfraz Khurshid. "On the State of the Art in Verification and Validation in Cyber Physical Systems". In: (2014).Google Scholar
Index Terms
- Adaptive steering of cyber-physical systems with atomic complex event processing services: doctoral symposium
Recommendations
The Requirements Engineering Perspective on Events in Cyber-Physical Systems: Poster
DEBS '17: Proceedings of the 11th ACM International Conference on Distributed and Event-based SystemsCyber-physical systems (CPS) require event-based control paradigms such as complex event processing (CEP) to have adaptive analytical control mechanisms. CPS are becoming a high-profile research topic as they are key to disruptive digital innovations. ...
Spatio-Temporal Event Model for Cyber-Physical Systems
ICDCSW '09: Proceedings of the 2009 29th IEEE International Conference on Distributed Computing Systems WorkshopsThe emerging Cyber-Physical Systems (CPSs) are envisioned to integrate computation, communication and control with the physical world. Therefore, CPS requires close-interactions between the cyber and physical worlds both in time and space. These ...
A concept lattice-based event model for Cyber-Physical Systems
ICCPS '10: Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical SystemsCyber-Physical Systems (CPS) involve communication, computation, sensing, and actuating through heterogeneous and widely distributed physical devices and computational components. The close interactions of these systems with the physical world places ...
Comments